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: 26 Apr 2025 - Ranking: 19.7
WOMBAT
Windfarm Operations & Maintenance cost-Benefit Analysis Tool.
operations-maintenance python3 simpy simulation wind-energy
Renewable Energy - Wind Energy - Last synced: 26 Apr 2025 - Ranking: 13.6
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 generative-adversarial-network machine-learning renewable-energy solar-energy tensorflow wind-energy
Energy Systems - Renewable Energy Integration - Last synced: 26 Apr 2025 - Ranking: 13.0
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: 26 Apr 2025 - Ranking: 9.5
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: 26 Apr 2025 - Ranking: 7.6
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: 26 Apr 2025 - Ranking: 5.6
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: 26 Apr 2025 - Ranking: 3.9
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: 26 Apr 2025 - Ranking: -Infinity
