| --- |
| license: apache-2.0 |
| language: |
| - en |
| tags: |
| - icos |
| - electricity |
| - consumption |
| - reinforcement-learning |
| - energy-monitoring |
| - power-consumption |
| - metaos |
| size_categories: |
| - 10K<n<100K |
| --- |
| |
| # 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)* |
