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Central hub offering an extensive collection of datasets and tools for energy-related applications.

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⚡ awesome-energy-tools

The main goals of this repository are:

  1. Create a central hub of datasets and tools tailored for energy practitioners with intermediate programming skills.
  2. 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

🔍 Research Gaps

  • Heat Data
  • Transportation/Mobility Data
  • Data Geographical discrepancy

⌚ Todo

  • 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

⚠️ Important to Mention

OPSD

PyPSA

OPT: Open Energy Transition

Open Energy Platform

Global Energy Monitor

Missing Data

✔️: Dataset is available ❌: Dataset not found

Contents

Datasets

Electricity-Demand

Residential Buildings

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

Commercial Buildings

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

Electric Vehicle

Map and Stats

Heat-Demand

Weather-Climate

Photovoltaic

Wind-Turbine

Tools-Models

Electricity_Generation

Electricity_Demand

Storage

Heat_Demand

Bulding-Systems-Simulation

Power-systems-grid-simulation

Optimization

Visualization

Forecasting

Papers

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