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README.md
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license: apache-2.0
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language:
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---
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license: apache-2.0
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language:
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- en
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tags:
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- icos
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- electricity
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- consumption
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- reinforcement-learning
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- energy-monitoring
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- power-consumption
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- metaos
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size_categories:
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- 10K<n<100K
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---
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# Electricity Consumption and Pricing Dataset
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## Dataset Description
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This dataset contains electricity consumption monitoring data generated for the ICOS Use Case related to Energy Consumption Recommendation.
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### Overview
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- **Source**: Simulated using python
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- **Purpose**: Training data for Reinforcement Learning
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- **Update Frequency**: Electricity consumption and cost at every 30 minute intervals
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## Data Schema
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| Column | Type | Description |
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|--------|------|-------------|
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| timestamp | float | ISO 8601 format with microsecond precision |
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| Price | float | electricity cost per kwh |
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| Consumption | float | electricity usage value |
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## Usage in ICOS UC
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This dataset is used in one of the ICOS Use Cases. Note that actual solution uses live-fetched data, so values change for the original solution.
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## ICOS Project Context
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Part of the ICOS meta-operating system for the edge-cloud continuum, focusing on:
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- Energy efficiency optimization
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- Power consumption tracking
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- Sustainable edge computing
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*Funded by the European Union's Horizon programme (Grant No 101070177)*
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