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.

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

Wind Turbine Power Predictor is a smart web app that uses real-time wind data to predict turbine power output, making it easier to boost performance and support clean energy.

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

Blade Element Momentum calculations in Python

Online Wake Rapid Dynamic Simulator

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

Repository containing OpenAFPM wind turbine CAD model.

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

A Open-Source Horizontal axis-Aero-Wave-Turbulence Coupling(HawtC) Tool for dynamic simulation of floating offshore wind turbine(FOWT).And supports the dynamic coupling simulation of the tuned mass damper and tuned mass inertia damper for wind turbine blades and towers