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ICOS-AI/Electricity_dataset_sample

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… See the full description on the dataset page: https://huggingface.co/datasets/ICOS-AI/Electricity_dataset_sample.

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face
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Dataset Card

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

ColumnTypeDescription
timestampfloatISO 8601 format with microsecond precision
Pricefloatelectricity cost per kwh
Consumptionfloatelectricity 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)