Makani was a project to develop a commercial-scale airborne wind turbine, culminating in a flight test of the Makani M600 off the coast of Norway. All Makani software has now been open-sourced. This repository contains the working Makani flight simulator, controller (autopilot), visualizer, and command center flight monitoring tools. Additionall…

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

python scripts for wind turbine data cleaning

Wind Power Prediction with ECMWF Data as Input using Statistical Learning

Repository containing OpenAFPM wind turbine CAD model.

Data portal for NREL's Renewable Energy Potential Model.

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

This repository is dedicated to wind turbines power curve modeling, from data cleansing to the actual power curve modeling with various approches.

Probabilistic Wind Power Forecasting with R

The potential for repowering US wind turbines

Comparative analysis of LSTM, XGBoost, Random Forest, SVR, and SARIMAX for wind power prediction using real-world turbine data. Covers preprocessing, time series modeling, and performance benchmarking.

Results of the study on the wind power potential in Bulgaria, Hungary and Romania (funded by European Climate Foundation, ECF)

Real meteorological data (temperature, pressure, precipitation) were obtained from İSKİ. Eddy diffusivity, Monin-Obukhov length, and turbulence intensity were calculated from existing data and added to the dataset. Using 289,000 data points and 27 features, RF, SVM, LSTM, and CNN models were developed. LSTM achieved 98%, CNN 91% accuracy.

Mixture of Experts for Day-ahead Wind Power Time-series Forecasting