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Date
stringdate
2024-01-10 19:30:00
2025-01-11 19:30:00
Price
float64
28.8
71.8
Consumption
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-0
0
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2024-01-10T20:00:00.000000+00:00
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2024-01-10T20:30:00.000000+00:00
54.193165
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2024-01-10T21:00:00.000000+00:00
53.571782
0.0001
2024-01-10T21:30:00.000000+00:00
55.375853
0.00001
2024-01-10T22:00:00.000000+00:00
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2024-01-10T22:30:00.000000+00:00
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2024-01-10T23:00:00.000000+00:00
56.453495
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2024-01-10T23:30:00.000000+00:00
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2024-01-11T00:30:00.000000+00:00
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2024-01-11T01:00:00.000000+00:00
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2024-01-11T01:30:00.000000+00:00
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2024-01-11T02:00:00.000000+00:00
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2024-01-11T02:30:00.000000+00:00
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2024-01-11T03:00:00.000000+00:00
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51.212922
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2024-01-11T04:00:00.000000+00:00
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2024-01-11T04:30:00.000000+00:00
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2024-01-11T05:00:00.000000+00:00
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2024-01-11T05:30:00.000000+00:00
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2024-01-11T06:00:00.000000+00:00
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2024-01-11T06:30:00.000000+00:00
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2024-01-11T07:00:00.000000+00:00
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2024-01-11T07:30:00.000000+00:00
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2024-01-11T08:00:00.000000+00:00
55.325763
0.00002
2024-01-11T08:30:00.000000+00:00
55.635433
0.0001
2024-01-11T09:00:00.000000+00:00
56.135511
0.00013
2024-01-11T09:30:00.000000+00:00
62.104682
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2024-01-11T10:00:00.000000+00:00
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2024-01-11T10:30:00.000000+00:00
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2024-01-11T11:00:00.000000+00:00
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2024-01-11T11:30:00.000000+00:00
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2024-01-11T12:00:00.000000+00:00
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2024-01-11T12:30:00.000000+00:00
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2024-01-11T13:00:00.000000+00:00
54.636569
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2024-01-11T13:30:00.000000+00:00
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2024-01-11T14:00:00.000000+00:00
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2024-01-11T14:30:00.000000+00:00
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2024-01-11T15:00:00.000000+00:00
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2024-01-11T15:30:00.000000+00:00
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2024-01-11T16:30:00.000000+00:00
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2024-01-11T17:30:00.000000+00:00
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2024-01-11T18:30:00.000000+00:00
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2024-01-11T20:00:00.000000+00:00
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2024-01-11T21:30:00.000000+00:00
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2024-01-11T22:00:00.000000+00:00
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2024-01-11T22:30:00.000000+00:00
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2024-01-11T23:00:00.000000+00:00
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2024-01-12T00:00:00.000000+00:00
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Electricity Consumption and Pricing Dataset

Dataset Description

This dataset contains electricity consumption monitoring data generated for the ICOS Use Case related to Energy Consumption Recommendation.

Overview

  • Source: Simulated using python
  • Purpose: Training data for Reinforcement Learning
  • Update Frequency: Electricity consumption and cost at every 30 minute intervals

Data Schema

Column Type Description
timestamp float ISO 8601 format with microsecond precision
Price float electricity cost per kwh
Consumption float electricity usage value

Usage in ICOS UC

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.

ICOS Project Context

Part of the ICOS meta-operating system for the edge-cloud continuum, focusing on:

  • Energy efficiency optimization
  • Power consumption tracking
  • Sustainable edge computing

Funded by the European Union's Horizon programme (Grant No 101070177)

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