A directory and analysis of the open source ecosystem in the areas of climate change, sustainable energy, biodiversity and natural resources. https://docs.getgrist.com/gSscJkc5Rb1R/OpenSustaintech

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.

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

Blade Element Momentum calculations in Python

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

Online Wake Rapid Dynamic Simulator

python scripts for wind turbine data cleaning

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

Repository containing OpenAFPM wind turbine CAD model.

"Wind Power Predictor" is a machine learning project that forecasts turbine output using real-time data from Turkish wind farms. Its web app interface offers convenient access to predictions, enabling informed decisions for maximizing energy production and advancing renewable energy usage.

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

Dynamical Three Dimensional Wind Turbine Power Curve Model and IEC Corrections