openfast
A multi-physics, multi-fidelity tool for simulating the coupled dynamic response of wind turbines and wind farms.
aeroelasticity wind wind-energy wind-farm wind-power wind-turbine
Renewable Energy - Wind Energy - Last synced: 05 Jul 2025 - Ranking: 18.8
WOMBAT
Windfarm Operations & Maintenance cost-Benefit Analysis Tool.
operations-maintenance python3 simpy simulation wind-energy
Renewable Energy - Wind Energy - Last synced: 04 Jul 2025 - Ranking: 13.2
sup3r
The Super Resolution for Renewable Resource Data software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.
climate-change climate-data deep-learning downscaling generative-adversarial-network machine-learning reanalysis renewable-energy severe-weather solar-energy tensorflow urban-heat-island wind-energy
Energy Systems - Renewable Energy Integration - Last synced: 04 Jul 2025 - Ranking: 12.7
welib
Wind energy library, python and matlab tools for wind turbines analyses.
Renewable Energy - Wind Energy - Last synced: 04 Jul 2025 - Ranking: 11.4
wtphm
The Wind Turbine Prognostics and Health Management library processes wind turbine events data, as well as operational SCADA data for easier fault detection, prognostics or reliability research.
fault-detection machine-learning scada wind-energy wind-turbine
Renewable Energy - Wind Energy - Last synced: 04 Jul 2025 - Ranking: 7.3
OpenWindSCADA
Repository of openly available wind turbine SCADA datasets with high-level descriptions, reusable data loaders for convenient CSV import, and a platform for documenting insights related to data quality and malfunctions.
open-data renewable-energy scada wind-energy wind-power
Renewable Energy - Wind Energy - Last synced: 05 Jul 2025 - Ranking: 5.7
Predicting the Wind: Data Science in Wind Resource Assessment
Contains material for a hands-on tutorial and additional content about data science in wind resource assessment.
binder binder-ready data-science gis jupyter-notebook presentation renewables tutorial wind wind-energy wind-energy-analytics wind-estimate wind-resource-assessment
Sustainable Development - Education - Last synced: 04 Jul 2025 - Ranking: 3.9
turbinesFoam
A library for simulating wind and marine hydrokinetic turbines in OpenFOAM using the actuator line method.
actuator-line airfoils blade-element openfoam turbines wind-energy
Renewable Energy - Wind Energy - Last synced: 05 Jul 2025 - Ranking: -Infinity
nalu-wind
Solver for wind farm simulations targeting exascale computational platforms.
cfd ecp exascale-computing exawind les low-mach wind-energy
Renewable Energy - Wind Energy - Last synced: 05 Jul 2025 - Ranking: -Infinity
