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2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/11-1
Development of BIM Execution Plan
Within the scope of the research a BIM execution plan was developed and implemented in a case study. Development and implementation of BEP was illustrated by IDEF0 diagram (Fig
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/12-1
Figure 1. Methodology of BEP
For this study, a BIM execution plan was generated with the aim of applying BIM process throughout the design process of a project based on ISO 19650-1, 2 standards' frameworks and requirements. During the BIM implementation process, A BEP cycle was applied that consists of eleven steps (Fig.
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/13-1
Case Study
In the case study, a residential 4-floor building was modeled via Autodesk Revit 2020. The main model of the building, which is the completed version of the project, is demonstrated in Figure
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/14-1
Results
According to the triangulation of literature review and face-to-face semi structured interviews with SMEs, eight benefits of using ISO 19650 standards in the BIM-based construction projects were identified. These benefits are represented in Table
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/15-1
Table 1. Benefits of using ISO 19650 standards
According to the SMEs' comments, A#2 is the prominent benefit of using ISO 19650 standards in the BIM-based construction projects. . In case of the employer's information requirements (EIRs) may not specify at the beginning of the project, and could cause major problems in terms of cost and time. By the virtue of ISO 19650 standards, employer's information requirements will be identified in tender process, and involved in the contracts that in turn assist project teams to prevent possible non-value added activities such as delays, defects. Further, A#6 and A#2 have a cause-effect relation. If the EIRs are identified in the tender process, these requirements can be met efficiently with the limited non-value added activities. Similarly, A#1, A#3, A#4, A#5 and A#7 have a cause and effect relation. Applying ISO 19650 standards in the BIM-based construction projects ensures the use of common data environment (CDE) that in turn digitalizes the processes, enables project teams to manage the information management process and prevents non-value added activities. Generally, except A#7, the other benefits are interrelated issues. A#6 shows that even intricate BIM-based construction projects can be efficiently managed throughout project life cycle by using ISO 19650 standards.
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/16-1
Discussion & Conclusions
This According to the experts' comments, A#1, A#2, A#3, A#4, A#5, A#6 and A#8 are interrelated benefits and have a cause-effect relation among them. Experts also highlighted that A#2 is the most prominent benefit because if the employer' project requirements are identified at the beginning of the tender process in detail, the project success can be reached in terms of time and cost. A#6 presents that ISO 19650 standards can be adopted in any size and complexity of the construction project throughout the whole project life cycle. All these benefits prove that the use of ISO 19650 standards in the BIM-based construction projects streamline the processes by minimizing non-value added activities such as delays, paperwork and defects.
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/17-1
Discussion & Conclusions
Findings of the study indicate that considering ISO 19650 standards framework and requirements in the BIM-based projects allows project stakeholders to demonstrate a significant value proposition which are structured, purpose-driven, verified, and validated information models. The value proposition supports data exchange throughout a collaborative information management system efficiently, minimizes data over processing, and satisfies employer's information requirements. According to the SMEs' comments, using a BEP based on the ISO 19650 allows project teams to conduct the data management system by standardizing the information throughout the project delivery process.
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
2c92c65279957f02cf62fe488236d20a
BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 Standards
The major requirement of architecture, engineering, and construction (AEC) industry is to effectively manage information gathered from different project stakeholders. A structured guideline requires for managing the process and information productively. The first global Building Information Modeling (BIM) standards, BS ISO 19650-1 and BS ISO 19650-2, are recently published for managing information over the whole life cycle of a built asset using BIM. The research objective of this study is to develop and implement a BIM execution plan (BEP) based on BS EN ISO 19650-1 and BS EN ISO 19650-2, and identify the benefits of using BS EN ISO 19650 standards in the BIM-based construction projects. The results of this study indicate that using ISO 19650 standards in the BIM projects allows stakeholders to (1) demonstrate a significant value proposition for purpose-driven, structured, verified and validated information models, (2) support data exchange in a collaborative information management system efficiently, and (3) minimize data over processing. This study makes a significant contribution to the AEC literature and industry by presenting the development and implementation process of a BIM Execution Plan based on BS EN ISO 19650-1 and BS EN ISO 19650-2 standards, and benefits of BS ISO 19650-based BIM projects. This study will promote the use of ISO 19650 standards in the BIM-based construction projects.
2c92c65279957f02cf62fe488236d20a/18-1
Discussion & Conclusions
A future direction of this study could be developing a BEP in accordance with ISO 19650 standards for various types of buildings such as hospital, industrial building and shopping center. Another future direction could be analyzing and developing a BEP considering the ISO 19650-3, ISO 19650-4 and ISO 19650-5.
Erhan Çekin|Senem Seyis
2020
Five Keys to Unlocking Digital Transformation in Engineering & Construction|Five Keys to Unlocking Digital Transformation in Engineering & Construction|ISO 19650: When You Should Adopt It and Why | BIM+|Major Benefits to Using A BIM Execution Plan | Assemble Systems|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part1: Concepts and principles|Organization and digitization of information about buildings and civil engineering works, including building information modelling(BIM) -Information management using building information modelling -Part2: Delivery phase of the assets|About the BIM Execution Plan
Çekin, Seyis - 2020 - BIM Execution Plan based on BS EN ISO 19650‐1 and BS EN ISO 19650‐2 Standards-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/1-1
General
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/2-1
Introduction
The building industry is one of the largest, most resource-and energy-intensive industries in the European Union (EU)
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/3-1
Introduction
The academic discourse on CE in the building industry covers several dimensions and predominantly focuses on strategies for closing the material loops
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/4-1
Digitalization for a circular building industry
In the past year, a few review articles have been published discussing how digital technologies (DTs) could support circular building strategies
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/5-1
Digitalization for a circular building industry
In addition, BIM is used for creating MPs. There are different types of MPs
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/6-1
Digitalization for a circular building industry
To trace, track and monitor material flows and increase visibility, scholars proposed the internet of things (IoT)-based systems and blockchain frameworks. One such example is a blockchain-and IoTbased smart product-service system developed for housing prefabrication in China
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/7-1
Digitalization for a circular building industry
Some other advanced DTs such as artificial intelligence (AI), virtual reality, and digital platforms have also been explored.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/8-1
Digitalization for a circular building industry
Digitalization has also become an important topic in the European policy landscape, particularly for the EU's green transition
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/9-1
Literature gaps and research objective
Notwithstanding the promising potential of DTs, several critical points regarding their implementation remain underexplored. First, current academic discourse assumes that DTs are key enablers of the CE. However, with the majority of the studies being theoretical or conceptual
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/10-1
Literature gaps and research objective
Second, as indicated in
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/11-1
Literature gaps and research objective
Third, in terms of target groups, extant literature mainly prioritizes designers, architects, or engineers for decision support in the design stage
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/12-1
Literature gaps and research objective
This research aims to address these gaps by examining how largescale social housing organizations (SHOs) deploy DTs in their circular new build, renovation, maintenance, and demolition projects and what challenges emerge when they implement DTs in circular processes. A multiple-case study was carried out with three pioneer SHOs at the forefront of circularity implementation in the Netherlands. Dutch SHOs are non-for-profit organizations that deliver affordable homes to lowincome and disadvantaged groups in society. They typically own a large portfolio of buildings and are responsible for keeping their building stock in good quality
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/13-1
Literature gaps and research objective
RQ1: How are DTs deployed in circular projects of forerunner SHOs? RQ2: What challenges do SHOs perceive in the broader adoption of DTs to facilitate circular approaches?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/14-1
Literature gaps and research objective
The following section explains the research design and methods. Section 3 presents findings and Section 4 discusses findings and concludes the study.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/15-1
Research design
Given the emergent nature of the research field, this study deployed a qualitative multiple-case study method to expand theoretical knowledge by integrating new empirical insights derived from real-life cases. The case study method is prevalent in social sciences and is used by many researchers and practising professionals, which allows for retaining in-depth, holistic, and real-world perspectives from a case in the focus
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/16-1
Case selection
We followed the methodological procedures defined by
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/17-1
Case selection
• Forerunner in circularity: cases should actively implement circular principles in housing projects or portfolio policy.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/18-1
Case selection
• Location: cases should operate in the same country since housing systems, regulations, and interest in circularity vary by country. We chose to focus on the Netherlands as the country has a long-term national strategy for transitioning to a CE by 2050
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/19-1
Case selection
• Size: approximately 300 SHOs operate in the Netherlands (AEDES, 2022) with varying sizes, managing from as small as hundreds of dwellings to over 50,000 homes. Based on the assumption that large organizations are more likely to adopt DTs than smaller ones (see
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/20-1
Case selection
Based on these criteria, we investigated web sources and created a preliminary list of potential case SHOs. We sent invitations to the employees of potential organizations by using the snowballing technique, our network and publicly available contact information. Subsequently, three SHOs operating in the largest two Dutch cities, Amsterdam and Rotterdam, accepted to participate in the research. Table
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/21-1
Data collection
We collected data from multiple sources from October 2021 to February 2022. First, we examined secondary data sources such as case organizations' yearly reports. Then, building on the preliminary findings, we formulated a semi-structured interview protocol with openended questions (see Table
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/22-1
Data analysis
Data analysis consisted of two phases. In the first phase, we conducted within-case analyses by coding collected data to identify and classify circular and digital elements as well as challenges that the interviewees mentioned. We created a theory-based framework by combining two previous CE-DT-related works. The Circular Digital Built Environment Framework (CDB Framework)
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/23-1
Data analysis
The second phase of the analysis concerned the cross-case analysis. We compared cases by mapping their similarities and differences and identified emerging patterns. Furthermore, cross-case analysis was useful to determine and categorize common challenges for broader DT adoption. Following
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/24-1
Overview of the cases
Case Alpha is one of the early adopters and pioneers of circularity in the sector, aiming to operate fully circular by 2050 by minimising material use, choosing renewable resources that do not harm the natural ecosystem and keeping materials in use as long as possible. The CE is seen as an opportunity to address embodied carbon in buildings to achieve a carbon-neutral stock by 2050. Since 2018, Case Alpha has carried out a wide range of circular pilot projects and initiated incompany and external collaboration groups to increase the awareness and technical know-how of CE implementation. Informed by the experiences of pilots, the organization is working toward setting up a policy roadmap that will enforce employees to include circular elements in their common processes. For example, the roadmap introduces circular design guidelines and a circular materials list so that project managers can make informed decisions when selecting materials or contractors. Case Alpha is also exploring alternative methods to monitor and measure the circularity level of its buildings, such as the Building Circularity Index© (BCI)
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/25-1
Table 2
Circularity and digitalization targets/projects of the cases. building
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/26-1
Table 2
The case SHOs have no common definition of CE. This is in line with more general findings that CE is interpreted in many different ways amongst academics, practitioners and policymakers (e.g.,
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/27-1
Table 2
Digitalization of the real-estate data is at an immature stage in Case Alpha. Most of the data, such as architectural drawings, are stored in an enterprise resource planning system, typically in PDF format, and Fig.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/28-1
Table 2
maintenance data are fed into a maintenance planning system. Although BIM models are made for new build and renovation projects by involved architects, these models are hardly used or updated upon project compilation. Recently, Case Alpha has begun a new program called "data-in-order" to organize and make accessible real-estate data that will be expanded towards circularity.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/29-1
Table 2
Similarly, Case Beta also has long-term circularity and carbon reduction ambitions toward 2050 and sees circularity as an opportunity to curb the carbon footprint of its housing stock. CE is considered a construction method that is based on the reuse of building materials, homes, and areas without depleting natural resources and polluting the environment. Moreover, the organization informs and encourages tenants about CE and supports them with reusing furniture and separating waste. Starting with a circular bathroom renewal project in 2019, where tiles from around 3400 recycled plastic bottles were installed, the organization has experimented with several circular projects (See Table
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/30-1
Table 2
Case Beta mainly uses an enterprise resource planning system and connected applications for handling real estate data. It has recently introduced a digitalization package for creating a digital twin of its building stock. Case Beta collaborates with a startup that uses AI to generate a 3D model of the housing stock and gives insights into when and where maintenance is required. In addition, Case Beta, together with other SHOs, is developing a digital house that is monitored in realtime to predict maintenance and renovation needs. Lastly, in 2020, the organization set up a data lake with supply chain partners to share data efficiently in carbon reduction projects.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/31-1
Table 2
Case Gamma introduced a circularity program in 2019 aiming to integrate a threefold strategy in the construction cycles: (1) reusing materials and choosing biobased materials, (2) keeping buildings in use as long as possible, and (3) circular procurement, encouraging contractors to work circularly. This organization is also preparing a roadmap building on learnings from pilot projects. among pilots, urban mining has been the focal point as the organization formed new collaboration networks with several demolition contractors and architects to use valuable materials coming from their demolition sites. In addition, considering the high costs of maintenance operations, Case Gamma sees circularity as an opportunity to curtail material spending by incorporating secondary products in maintenance operations.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/32-1
Table 2
In parallel to circularity, the organization started developing a digital transformation strategy focusing on customers, employees, and real estate data. As part of the real estate information program, a digital twin of the entire building stock has been generated with the help of scanning technologies, drones, BIM, and AI. The buildings were scanned from the inside and outside where possible, and image recognition was used for digitizing architectural drawings. The main goal of generating a digital twin was to improve work processes, data access and sharing, and maintenance operations.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/33-1
Identified digital technologies
This section presents the findings from the cross-case analysis. A synopsis of the results is given in Fig.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/34-1
Narrow
Substituting with secondary materials is the narrow strategy that was applied by all cases in the design phase of circular new housing and renovation projects and in maintenance operations, particularly in void repairs. Instead of sourcing new products from the market, project managers of cases, together with other project stakeholders such as architects and consultants, investigated what materials and products could be reused from their to-be-demolished buildings (also called "donor buildings" by the SHOs) so they could reduce primary resource input. One general trend observed in all cases was the use of digital marketplaces in searching for suitable materials and products from the secondary market or demolition operations (see also Section 3.2.3). These platforms are typically operated by demolition companies that collaborate closely with SHOs. For example, a digital marketplace company developed a special dashboard for Case Beta where reusable elements from circular demolition operations are listed to supply materials to the new construction project of 400 new rental homes. In a circular renovation project, Case Gamma worked with a specialised architecture firm with extensive expertise in reusing materials in design. This firm also operates a digital marketplace, which was the main data source for finding reclaimed products for renovating a building that contained 46 rental homes and six flexible spaces.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/35-1
Narrow
BIM is the primary technology used by architects and engineers in the design process, which stores valuable data on building design and material properties and allows design communication between project stakeholders. Our respondents emphasized that BIM models are hardly used or updated upon project compilation. However, BIM is believed to offer a data foundation to generate MPs and support data exchange between project stakeholders, not only for narrowing but also for slowing, closing, and regenerating the resource loops. Project developers and architects of a new housing project of Case Alpha used MPs that were created for reclaimed materials. These MPs were helpful when selecting reusable elements from demolition sites (the process is explained further in Section 3.2.3).
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/36-1
Slow
Maintenance is the core slowing intervention in case organizations. Generally, SHOs differ in their maintenance processes between planned maintenance, responsive maintenance, and void repairs. Planned (preventive) maintenance means that activities are scheduled at regular intervals mainly based upon condition assessments, using maintenance planning software filled with data on the condition of buildings, maintenance activities, and costs. Responsive maintenance is done upon residents' complaints, often after breakdowns. Void repairs are realized in between tenancy periods. In-house maintenance departments and contractors are responsible for planning and executing responsive maintenance and void repairs using software integrated into enterprise resource planning systems. Recently, case organizations have taken a more progressive approach by incorporating circular strategies in maintenance processes, particularly for reducing raw material consumption (Section 3.2.1) and avoiding toxic material use (Section 3.2.4).
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/37-1
Slow
Both Case Beta and Gamma have collaborated with a technology startup to remotely inspect their housing stock for condition measurement and ease maintenance processes. This startup helped both organizations to produce up-to-date outer skin image models of the entire housing stock. The employees of Case Beta were taught to use drones to scan buildings. The drone images were coupled with satellite images and analyzed by the startup's image recognition system to generate a wellorganized and searchable database. This eventually led to reduced time and travel of maintenance personnel, thus less fuel consumption through the fleet. The AI-based system can recognize building elements, measure dimensions, and spot defects on the building skin. It can also detect toxic or hazardous contents and identify energy leakages on the façade.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/38-1
Slow
On the other hand, several image sources such as publicly available street views, inspection photos, and satellite images were used when producing the exterior model of Case Gamma's housing stock. These data were then fed into a BIM model, completing the digital twin of the building stock. Case Gamma combined several technologies to generate the digital twin of its housing stock, including machine learning for modelling interior spaces from 2D architectural drawings. The digital twin was developed based on the information delivery specification drawn up with other SHOs that contain the relevant specifications for the management and maintenance of housing. In sum, for both cases, adopting DTs for maintenance provided advantages with work processes, decision-making, and cost reduction and allowed them to get predictive insights into maintenance works.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/39-1
Slow
Design for disassembly is another design strategy applied by architects or engineers in new build and renovation projects to slow the loops. Some of the examples include steel structure design in Case Gamma's renovation project where component connections were made with bolts instead of welding. Although BIM is a core design tool for new build and renovation projects, our findings do not suggest a direct link between BIM and design for disassembly.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/40-1
Slow
However, in two circular renovation projects of Case Alpha, BIM was used to store and exchange material data and create MPs. Contractors and demolition partners of Case Alpha used point cloud laser scanners to generate a BIM model of the site and updated the model with a list of reusable materials generated through visual inspection. Later, Case Alpha tested the usability of an MP platform. Some material data from the BIM model were transferred to the MP platform. The process was time-consuming as the MP platform demanded more detailed data than the BIM model had. This process required extra manual work from the technicians. In addition, project managers mentioned that they could not get sufficient output regarding the circularity level of the project from this platform.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/41-1
Close
Urban mining has become an essential strategy for cases to deal with waste and reduce raw material consumption. All cases have formed partnerships with demolition companies, which now label their business as a harvester or urban miner. These companies usually own a digital marketplace that lists reclaimed materials to match supply and demand sides.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/42-1
Close
Case Alpha collaborated with a software company that also gives consultancy services for the circular demolition of three apartment buildings. Donor buildings were inspected by the company's experts and scanned with 3D laser scanning technology to create a detailed inventory of materials. The software automatically generated MPs for reusable elements and provided Case Alpha with guidelines on reusing reclaimed materials in other projects. In the circular demolition projects of Case Beta and Case Gamma, demolition contractors performed site inspections, mainly through visual inspection, to create material inventories. These inventories and MPs were useful for architects to design with secondary materials. All cases used digital marketplaces to recycle materials that come out from renovation, maintenance, and demolition operations.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/43-1
Regenerate
All case SHOs incorporated regenerating the loops strategies in new build and renovation projects by designing with biobased or circular materials (e.g., timber as a biobased material and recycled bricks as circular products). Case Alpha developed a list of circular materials and a database of trusted suppliers, which has become an in-company tool for material or contractor selection. Both Case Alpha and Beta tested the BCI (BCI, 2022) in their circular new build and renovation pilots. Two consultancy companies developed a decision support tool (i.e., a menu card) for Case Beta that combines the BCI method (BCI, 2022) with material prices, allowing obtaining environmental impact and circularity level of design alternatives. Besides the circularity performance, a product's price is paramount for SHOs for decision-making. Several interviewees expressed the need for a decision-making tool that gives rapid insights into different design options' financial and circularity performances. Case Alpha is currently investigating how to link the BCI method (BCI, 2022) with BIM to measure the degree of circularity of alternative scenarios in the design stage.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/44-1
Regenerate
Another regeneration strategy that was employed in the maintenance operations by all case organisations was avoiding toxic and hazardous contents in building components. The AI-based inspection system embedded in the digital twins of Case Beta and Gamma can identify anomalies on the building surfaces and detect hazardous contents (e.g., identification of hexavalent chromium in walls) by using an image recognition system.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/45-1
Challenges
Previous sections explained how SHOs deployed several DTs in circular projects. This section presents the challenges that emerged from the interview data. Some of the challenges remain generic, indirectly impacting DT adoption in the case organizations, whilst many of them are directly linked to a specific DT, as shown in Fig.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/46-1
Technological challenges
Incorporating DTs in circular processes creates new technologyrelated challenges for SHOs. One of the major issues that all case organizations mentioned was the uncertainty regarding the data requirements for circular strategies. Although SHOs possess a large volume of real estate data stored in their systems or digital twins, there is a lack of an instrument to organize and translate these data for the purpose of circular strategies. Early attempts to measure the circularity level of circular pilots through the BCI method are thought supportive of defining these data needs. Further steps should be taken to critically identify the data requirements of key stakeholders to allow them to make informed decisions.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/47-1
Technological challenges
Another pressing issue with DT implementation, particularly for MPs, is the lack of a data management mechanism. Theoretically, MPs are created to store material documentation, and track material flows throughout life cycle stages. However, the real-life implementation shows that this process requires updating MPs manually every time a change is made in buildings. As highlighted in interviews, creating and maintaining MPs demand considerable resources from SHOs. They lack the financial and human capacity to sustain such a system for a long time. In addition, interviewees stress the importance of technology integration into their existing systems. Using multiple DTs based on different languages and standards makes interoperability and data sharing challenging. Also, there is a concern about different versions of BIM models as software is usually upgraded, and newer file formats might not be compatible in the future.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/48-1
Cultural challenges
Our findings suggest that employees of SHOs are reluctant to use advanced technologies in daily practice. For example, an interviewee from Case Alpha indicated that although they obtain BIM models from architects, they prefer to work with 2D drawings. In addition, other interviewees highlighted that even though new technologies are introduced in their organizations, some of their colleagues would resist using these tools because they have been used to working with the same programs and processes for so many years. This cultural behaviour causes hindrance to the entry of new technologies within organizations. A systemic change is needed that goes beyond SHOs. However, such a systemic change is difficult to achieve in an industry characterized by slow technology adoption and a fragmented supply chain. Interviewees expressed that running pilot projects is helpful for learning in organizations. However, to expand the use of DTs in circular operations, a supply chain integration is needed, particularly for efficient data sharing. Another challenge we identified is the hesitant organizational culture. Both CE and digitalization are restricted to the broad corporate vision and pilot projects, lacking a comprehensive adoption of DTs in day-to-day operations. Therefore, DT implementation for circularity becomes a niche area that requires convincing many people in the organization to make investment decisions.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/49-1
Market challenges
Although there have been numerous DT solutions, their application in practice is restricted due to market or economic limitations. Our respondents were aware of enabling DTs for circular buildings. Still, it was difficult for them to find technology companies in the market that could digitalize their building stock or implement MPs. Case Beta and Gamma, therefore, formed new types of collaborations with young technology firms to develop digital twins, inspection, and advanced analytics tools for maintenance. All cases ran pilot projects with two different MP providers: one generates MPs based on BIM data and manual data entry, and the other has a team of experts scanning buildings and creating an inventory of reusable components with guidelines. The case organizations emphasized the unpractical business model for the former MP provider. SHOs perceive no value in investing time and money today to generate MPs that will only be used decades later. Instead, as the experience of Case Alpha shows, inspecting existing buildings prior to demolition and creating MPs for reusable components seem to be a viable option. However, there is still a question of how to offer a workable business model for MPs targeting circular new build and renovation projects.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/50-1
Market challenges
Furthermore, our findings suggest that digital marketplaces play a crucial role in narrowing and closing the loops as materials that come out from maintenance, renovation, and demolition operations find a new home by means of these platforms. However, interviewees raised an important issue that these platforms lack a sufficient volume of listed materials, hampering the supply and demand matching on time.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/51-1
Regulatory challenges
Interviewees associate DT adoption challenges with a few regulatory issues that are closely related to CE implementation. For example, reusing secondary materials through marketplaces raises the issue of meeting quality requirements as measuring the physical quality of secondary products is a tedious task and requires expert inquiry. Materials listed on a marketplace usually lack sufficient information regarding their material properties. Another challenge raised by an interviewee was the lack of a nationwide standardization for data exchange. As mentioned earlier, SHOs are confused about how to measure and monitor circularity and lack a standardized method to perform calculations. There is also uncertainty regarding data requirements for generating MPs. Therefore, an (inter)national data standardization could address these challenges in data management and sharing.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/52-1
Discussion and conlusions
By conducting a multiple-case study of forerunner Dutch SHOs, this study demonstrated empirical evidence from real-life practices extending the existing body of knowledge through the lens of social housing providers that are managing a large portfolio of buildings. The findings of this research shed light on how DTs are deployed in circular new build, renovation, maintenance, and demolition projects for narrowing, slowing, closing, and regenerating the resource loops and what challenges emerge for their broader adoption. To the best of the authors' knowledge, this study contributes to the emerging research field at the intersection of digitalization, CE and the building industry and is one of the few studies displaying practice-based evidence.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/53-1
Discussion and conlusions
Our findings show that even though the case organizations are at the forefront of circularity implementation in the sector, they have only taken initial steps towards digitalization, particularly for circularity. Some of the enabling technologies identified in previous research
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/54-1
Discussion of findings
In addressing the first research question, Fig.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/55-1
Discussion of findings
A combination of DTs was used to develop a data-driven maintenance system linked to a digital twin (see example Case Gamma in Fig.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/56-1
Discussion of findings
DT adoption for narrowing and closing the loops strategies is limited in the case organizations and their project stakeholders. BIM, as a central building data integration technology
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/57-1
Discussion of findings
Similarly, the implementation of MPs is restricted to pilots, although case organizations acknowledge the idea behind creating MPs to close the loops. Practitioners perceive MPs as a data inventory system for building materials rather than a design support tool as proposed in previous research
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/58-1
Discussion of findings
Interestingly, to measure and monitor the circularity level of design variants, the BCI (BCI, 2022) from a consultancy company is used by all case organizations. This indicator is not only complementary to the design process but can also inform real estate owners about circularity level of their portfolio. Extension of the BCI or other circularity indices in BIM or MPs could provide opportunities to automate the circularity assessment and support practitioners in the decision-making
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/59-1
Discussion of findings
Digital marketplaces for secondary materials are relatively easy to adopt as most platforms are operated by third-party actors (i.e., demolition companies or architects), requiring hardly any investment from SHOs. These platforms are crucial to matching supply and demand sides during the design and demolition phases to narrow and close the material loops. Another interesting finding is that case organizations usually access insightful information through architects, engineers, consultants, and demolition contractors rather than insights gained from analytics, mainly when reusing building materials. For example, demolition companies typically have sufficient expertise in identifying and harvesting materials from donor buildings. At the same time, architects and consultants provide insights into how and where to use these reclaimed materials in renovation or new housing projects. Thus, it is not only a matter of having information available by the SHOs but the value of the information is also linked to specific competencies of supply chain partners.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/60-1
Discussion of findings
The second research question relates to the challenges that emerge from the practice for a broader DT adoption in circular processes. The cultural challenges witnessed by the cases are mainly in line with common barriers perceived in the building industry when adopting new technologies
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/61-1
Discussion of findings
Nevertheless, the case organizations also experience some more specific barriers. An example is the lack of resources for managing lifecycle data in BIM or MPs for an extended period as SHOs maintain their buildings for decades. Keeping data precise and up to date requires skills, time, and investment. Moreover, the business model of current commercialized MP platforms is not viable for SHOs as investing in such a digital infrastructure today to benefit from it after decades raises questions regarding their added value. However, new types of MPs emerged from recent research, such as the one developed by
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/62-1
Discussion of findings
Another market-related challenge is the misalignment of supply and demand sides in the secondary material market. Platform literature emphasizes the network effect, the more users and suppliers join a platform, the more attractive the platform becomes, as an essential feature of successful platforms
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/63-1
Discussion of findings
A pressing challenge regarding governance is the lack of data standardization for circularity. In this respect, the efforts of, for example, Platform CB' 23 (national initiative for circular construction) to develop a framework for circularity indicators and standards
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/64-1
Limitations
Of course, the generalizability of our results is subject to certain limitations. For instance, our research depended on data collected from purposefully chosen cases, i.e., large-scale Dutch SHOs. Our data set was restricted to three cases, and more research is needed to confirm our findings in varying organizational sizes, such as in small and medium SHOs. Further research should investigate private owners and other key actors, such as other public clients, architects, construction and demolition contractors, building product suppliers, and other countries advancing in digitalization and circularity.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/65-1
Recommendations for practitioners and policymakers
Based on our study, we recommend that SHOs initiate pilots to explore using DTs in managing their building stock, systematically evaluate these and alter standard processes with proven DTs. Considering the barriers we identified, we recommend DT developers and suppliers develop products that are easy to integrate into existing systems and processes, user-friendly, and financially viable. Also, current business models and data management mechanisms of DTs should be arranged in such a way to ease their implementation in large organizations. Lastly, we recommend policymakers and branch organizations stimulate standardization in both circularity measurement and data exchange, which will also increase trust in the long-term value of DTs and adoption by SHOs and their supply chain partners. "There are so many tools that we can use so that the level is going up. But Case Alpha is not ready for that because people are not used to … they are not flexible with the systems. They are working for so many years and are stuck on one tool. It is difficult to teach those people to innovate and so that will make it easier for them."-Interviewee A.3 (Case Alpha) "… When I started working here, I was not able to find my information and I know now. You really need to start working with programs to get a profit. And I'm still young, so I will. But I know that some people won't do it that fast." -Interviewee G.5 (Case Gamma) Organizational culture "… if I ask to have a program (software) that isn't supported by our organization, it can take a year because of certificates and then the board has to find something about that…" -Interviewee G.5 (Case Gamma) "New digital tools will always be difficult to implement because of the organization. We need to change the organization and sometimes that can be hard because many people are working with the same processes. So, if you want to change something in that, it will cost a lot of time for convincing people a lot of people." -Interviewee A.4 (Case Alpha)
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/66-1
Acknowledgements
This research is funded by
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/67-1
Data availability statement
The data presented in this study are openly available in 4TU. Research Data at https://doi.org/10.4121/19732975.v1.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/68-1
CRediT authorship contribution statement
Sultan Çetin: Conceptualization, Methodology, Formal analysis, Investigation, Data curation, Writingoriginal draft, Visualization, Project administration. Vincent Gruis: Conceptualization, Writingreview & editing, Supervision, Funding acquisition. Ad Straub: Conceptualization, Writingreview & editing, Supervision.
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/69-1
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper. • How is CE incorporated into your organization's sustainability objectives?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/70-1
Appendix A
• How does your organization understand/define CE?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/71-1
Appendix A
• What is the level of (maturity) CE implementation in your organization? CE in strategic decision making (For policy advisors)
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/72-1
Appendix A
• How does your organization include CE in the portfolio policy?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/73-1
Appendix A
• How do you measure circularity progress at the portfolio level?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/74-1
Appendix A
• What kind of information/data do you need to make decisions at the portfolio level (for sustainability and CE)?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/75-1
Appendix A
• How do you access the required data/information?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/76-1
Appendix A
• What digital tools do you use for data collection/analysis etc.?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/77-1
Appendix A
• Have you used any specific tools for circularity?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/78-1
Appendix A
• How was your experience with that tool?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/79-1
Appendix A
• What kind of digital tools could support you in implementing CE strategies and decision-making?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/80-1
Appendix A
• Are you familiar with the digital tools that you could use for CE at the portfolio level?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/81-1
Appendix A
• What challenges do you face when implementing new digital tools for CE? Maintenance and repair
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/82-1
Appendix A
• What kind of maintenance activities does your organization deliver?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/83-1
Appendix A
• What kind of data/ information do you need for that?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/84-1
Appendix A
• How do you access the required data/information?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/85-1
Appendix A
• What digital technologies do your employees use in daily maintenance activities?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/86-1
Appendix A
• What kind of digital tools could support you in implementing CE strategies and decision-making?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/87-1
Appendix A
• What challenges do you face when introducing new digital tools for CE? Circular pilot projects (For project managers)
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/88-1
Appendix A
• What circular principles are applied in the circular new housing/renovation/ demolition projects you are involved in?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/89-1
Appendix A
• How do you access the required data/information?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/90-1
Appendix A
• What digital tools do you use for data collection/analysis etc.?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/91-1
Appendix A
• Have you used any specific tools for circularity?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml
10.1016/j.rcradv.2022.200110
Digitalization for a circular economy in the building industry: Multiple-case study of Dutch social housing organizations
Digital technologies are considered enablers of circular economy implementation in the built environment. Literature mainly focuses on conceptual or review studies examining the role of digital tools (e.g., material passport and building information modelling) to close the material loops. There is a lack of understanding of how digital technologies are implemented in real-life and whether they offer value to the industry actors. This study conducted a multiple-case study to collect empirical evidence from Dutch social housing organizations actively applying circular principles in new construction, renovation, maintenance, and demolition projects. Our findings suggest that artificial intelligence, digital twins, and scanning technologies support data collection, integration, and analysis for slowing the loops strategies (i.e., maintenance), while digital marketplaces facilitate material reuse, enabling narrowing and closing the loops. This study identified 12 challenges that hinder the broader adoption of digital technologies that are associated with the technological, cultural, market, and regulatory factors.
10.1016/j.rcradv.2022.200110/92-1
Appendix A
• How was your experience with that tool?
Sultan Çetin|Vincent Gruis|Ad Straub
13 August 2022
Dutch social housing in a nutshell|De woningcorporaties die lid zijn van Aedes Retrieved 9-May-2022 from aedes|Deep learning model for demolition waste prediction in a circular economy|Disassembly and deconstruction analytics system (D-DAS) for construction in a circular economy|Industry 4.0 and the circular economy: a literature review and recommendations for future research|Circular economy in the construction industry: a systematic literature review|Circularity as the new normal|Product design and business model strategies for a circular economy|The role of digital technologies in operationalizing the circular economy transition: a systematic literature review|How different tools contribute to climate change mitigation in a circular building environment?-a systematic literature review|Circular digital built environment: an emerging framework|How can digital technologies support the circular transition of social housing organizations?|Briefing: industry 4.0 in construction: radical transformation or restricted agenda?|Uses of building information modelling for overcoming barriers to a circular economy|Building theories from case study research|Schools of thought|Circular Economy Action Plan: for a cleaner and more competitive Europe|Recovery plan for Europe|Shaping Europe's digital future-Green digital sector|Waste statistics|Industry platforms and ecosystem innovation|The circular economy -A new sustainability paradigm?|Material Passports-Best Practice: Innovative Solutions For a Transition to a Circular Economy in the Built Environment|Calculation and evaluation of circularity indicators for the built environment using the case studies of UMAR and Madaster|Resource efficiency in the building sector|Material passports for the end-of-life stage of buildings: challenges and potentials|Improving the recycling potential of buildings through Material Passports (MP): an Austrian case study|The state of housing in Europe|The use of smart technologies in enabling construction components reuse: a viable method or a problem creating solution?|Challenges and solutions in condition-based maintenance implementation -A multiple case study|Critical review of nano and micro-level building circularity indicators and frameworks|Barriers to the circular economy: evidence from the european union (EU)|Conceptualizing the circular economy: an analysis of 114 definitions|A tool to analyze, ideate and develop circular innovation ecosystems|Urban mining and buildings: a review of possibilities and limitations|The smart circular economy: a digital-enabled circular strategies framework for manufacturing companies|A blockchainand IoT-based smart product-service system for the sustainability of prefabricated housing construction|Industry 4.0 and the circular economy: a proposed research agenda and original roadmap for sustainable operations|Madaster circularity indicator explained|Comparing European countries' performances in the transition towards the circular economy|Qualitative Data Analysis: An Expanded Sourcebook|Materials passport's review: challenges and opportunities toward a circular economy building sector|Toward a resource-efficient built environment: a literature review and conceptual model|Circular economy and virtual reality in advanced BIM-Based prefabricated construction|The emergent role of digital technologies in the circular economy: a review|Guide-passports for the construction sector -working agreements for circular construction|Methods to optimize carbon footprint of buildings in regenerative architectural design with the use of machine learning, convolutional neural network, and parametric design|Enabling component reuse from existing buildings through machine learning -using google street view to enhance building databases|Digital technologies catalyzing business model innovation for circular economy-Multiple case study|Nederland circulair in 2050|Assessing relations between Circular Economy and Industry 4.0: a systematic literature review|Enabling a circular economy in the built environment sector through blockchain technology|Analytics for the Internet of Things|BIM uses for deconstruction: an activity-theoretical perspective on reorganising end-of-life practices|Case Study Research and Applications: Design and Methods|Circular economy in the construction industry: a review of decision support tools based on Information & Communication Technologies|BIM-based Building Circularity Assessment from the Early Design stages: a BIM-based Framework For Automating the Building Circularity Assessment from Different Levels of a Building's Composition and Providing the Decision-Making Support On the Design of the Circular Building from the Early Design Stages Eindhoven University of Technology
Çetin, Gruis, Straub - 2022 - Resources , Conservation & Recycling Advances Digitalization for a circular economy in the building indust-annotated.tei.xml