Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.

A curated list of open wind turbine data sets and corresponding code

Solver for wind farm simulations targeting exascale computational platforms

An actuator line modeling extension library for OpenFOAM.

A crossplatform GUI to plot tabulated data from files (e.g. CSV, Excel, OpenFAST, HAWC2, Flex...), or python pandas dataframes

The Super-Resolution for Renewable Resource Data (sup3r) software uses generative adversarial networks to create synthetic high-resolution wind and solar spatiotemporal data from coarse low-resolution inputs.

Wind energy library, python and matlab tools for wind turbines analyses

SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd

A Deep Learning model that predict forecast the power generated by wind turbine in a Wind Energy Power Plant using LSTM (Long Short Term Memory) i.e modified recurrent neural network.

list of papers, code, and other resources

Energinets Model Testbench. Automate gridcompliance studies in PSCAD and Powerfactory.

Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab

Solar Optimal mining of XMR

Command line tools for creating models of composite wind turbine blades

Physics-guided data-driven solutions for the wind energy industry

Windfarm Operations & Maintenance cost-Benefit Analysis Tool

Data Science in Wind Resource Assessment Tutorial at PyData San Diego, March 2020

A digital format for exchange of wind energy yield assessment reporting information as defined by IEC 61400-15-2

Open source live power market data for Great Britain

Offshore Wind Farm Lifecycle Estimation