The main goals of this repository are:
- Create a central hub of datasets and tools tailored for energy practitioners with intermediate programming skills.
- Facilitate energy research efforts and collaboration
The foundation of this repository is inspired by the excellent paper of Hussain Kazmi, Íngrid Munné-Collabo, Fahad Mehmood, Tahir Abbas Syed and Johan Driesen:
Towards data-driven energy communities: a review of open-source datasets, models and tool
- Heat Data
- Transportation/Mobility Data
- Data Geographical discrepancy
- Mention Research gap
- Write a short description for each source
- Look in Figshare for new datasets
- Look in Havard Datavers for new datasets
- Look in OFS Home for new datasets
- Look in Zenodo for new datasets
- Look in Kaggle for new datasets
✔️: Dataset is available ❌: Dataset not found
| Dataset name | Country | Sites | Duration | Resolution |
|---|---|---|---|---|
| ✔️EMBED | US | 3 | 2-4 weeks | 12 kHz (I, V), 1-2 Hz (plug loads) |
| ❌REDD | US | 6 | 2-4 weeks | 15 kHz (P, V); 0.5-1 Hz (NILM data at plug/circuit level) |
| ❌BLUED | US | 1 | 1 week | 12 kHz (I, V) |
| ✔️PLAID | US | 56 | Summer 2013 and winter 2014 | 30 kHz (I, V) |
| ❌ADRES | Austria | 30 | 2 weeks | 1 Hz |
| ✔️REFIT | UK | 20 | 2 years | 0.125 Hz |
| ✔️UK-DALE | UK | 5 | 4 years | 16 kHz (I, V in 3 buildings); 0.17 Hz (appliance-level demand) |
| ✔️DRED | The Netherlands | 1 | 6 months | |
| ✔️Dataport | US | 1400+ | 4 years | 1 Hz, 1 minute, 15 minutes |
| ✔️Smart* | US | 3 | 3 weeks | 1 Hz |
| ✔️AMPds | Canada | 1 | 2 years | 1 minute |
| ✔️ECODS | Switzerland | 6 | 8 months | 1 Hz |
| ✔️PRECON | Germany | 11 | 3 years | 1 minute |
| ✔️CoSSMic | Germany | 11 | 3 years | 1 minute |
| ✔️ENERTALK | South Korea | 22 | 29-122 days | 15 Hz |
| ✔️SustData | Portugal | 50 | 1144 days | 2 - 10 Hz |
| Dataset name | Country | Sites | Duration | Resolution |
|---|---|---|---|---|
| ✔️BLOND | Germany | Office/lab | 50-230 days | Aggregate: 50-250 kHz, Individual (appliance-level) 6.4 kHz |
| ✔️I-BLEND | India | University | 52 months | 1 minute (load); 10 minutes (occupancy) |
| ✔️COMBED | India | University | 7+ years | 0.5 minutes |
| ✔️Building Data Genome | US, UK, Australia | 500 (offices, universities, commercial) | 1 year | Hourly |
| ✔️ASHRAE | Worldwide | 1449 | 3 year | Hourly |
| ❌IEEE PES | Multiple | Multiple | Multiple | Multiple |
- ✔️ElaadNL
- ✔️CU-BEMS