A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources.

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

An interactional aerodynamics and acoustics solver for multirotor aircraft and wind energy

Machine learning applied to wind turbines incipient fault detection.

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

Blade Element Momentum Method for Propellers and Turbines

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

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

The WindPowerPlants library is an open source library for the simulation of wind power plants. The library provides models of wind turbines, generators and control.

Industry Solution, to capture telemetry of remote wind farm turbines, analyse patterns and visualise KPI (Key Performance Indicator) values in 3D scene of the Azure Digital Twins.

Blade Element Momentum calculations in Python

Online Wake Rapid Dynamic Simulator

BACHELOR THESIS. Detect wind turbine errors using a hybrid model. Utilize ML, DL, edge computing. Dataset, neural network optimized with genetic algorithms. Low computational power ML models. Data is stored in the cloud. Turbine status via secure APIs. Password encryption. GRASP, SOLID

python scripts for wind turbine data cleaning

Estimates fatigue loads in wind turbines from SCADA data based on supervised learning.

Fuhrländer FL2500 2.5MW wind turbine dataset + pre-processing functions R MATLAB

A serious game that aims to teach players about wind farms and wind energy production.

Repository containing OpenAFPM wind turbine CAD model.

Dynamical Three Dimensional Wind Turbine Power Curve Model and IEC Corrections

wind turbine fault detection based on machine learning techniques and knowledge transfer