Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
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Updated
Aug 19, 2024 - Fortran
Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
Solver for wind farm simulations targeting exascale computational platforms
Actuator line modeling extension library for OpenFOAM.
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.
Repository for various utilities for Nalu wind-specific simulations.
Windfarm Operations & Maintenance cost-Benefit Analysis Tool
list of papers, code, and other resources
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 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.
Energinets Powerplant and model testbench. Automate gridcompliance studies in PSCAD and Powerfactory.
Data Science in Wind Resource Assessment Tutorial at PyData San Diego, March 2020
Command line tools for creating models of composite wind turbine blades
Airborne Wind Energy Resource Analysis tool (AWERA) is meant to provide wind resource classification/representation and power harvesting estimation for AWES. It builds on wind profile clustering techniques used by Mark Schelbergen (TU Delft).
A Design Platform Powered by AI
Modular framework allowing to scan a numerical wind field with a virtual lidar and create constrained turbulent wind fields for wind turbine simulations
Open source live power market data for Great Britain
Solar Optimal mining of XMR
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