wind-turbine
There are 11 repositories under wind-turbine topic.
- open-sustainable-technology
protontypes / open-sustainable-technology
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
OpenFAST / openfast
Main repository for the NREL-supported OpenFAST whole-turbine and FAST.Farm wind farm simulation codes.
Language:Fortran 805byuflowlab / FLOWUnsteady
An interactional aerodynamics and acoustics solver for multirotor aircraft and wind energy
Language:Julia 325lapisco / Wind_turbine_failure_prediction
Machine learning applied to wind turbines incipient fault detection.
Language:Jupyter Notebook 88lkev / wtphm
SCADA data pre-processing library for prognostics, health management and fault detection of wind turbines. Successor to https://github.com/lkev/wt-fdd
Language:Python 78Blade Element Momentum Method for Propellers and Turbines
Language:Python 65- wind-turbine-detector
lbborkowski / wind-turbine-detector
Wind Turbine Object Detection from Aerial Imagery Using TensorFlow Object Detection API and Google Colab
Language:Jupyter Notebook 40 abbey2017 / wind-energy-analytics
Physics-guided data-driven solutions for the wind energy industry
Language:Python 24christiankral / WindPowerPlants
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.
Language:Modelica 24alecuba16 / fuhrlander
Fuhrländer FL2500 2.5MW wind turbine dataset + pre-processing functions R MATLAB
Language:MATLAB 15LazaUK / IndustrySolutions-WindFarm
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.
Language:C++ 15andresrodriguez55 / wind-turbines-edge-ai
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
Language:Java 13ricklupton / bemused
Blade Element Momentum calculations in Python
Language:Python 12ggoretti / data_cleaning
python scripts for wind turbine data cleaning
Language:Python 11- onwards
vortexlab-uclouvain / onwards
Online Wake Rapid Dynamic Simulator
Language:Python 11 luisveratudela / monitoring
Estimates fatigue loads in wind turbines from SCADA data based on supervised learning.
Language:Python 9Ahmed-Maher77 / Wind-Turbine-Power-Prediction-App-using-Machine-Learning
"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.
Language:HTML 8gbroques / openafpm-cad-core
Repository containing OpenAFPM wind turbine CAD model.
Language:Python 8PanMig / Wind-Energy-Lab
A serious game that aims to teach players about wind farms and wind energy production.
Language:C# 7- WT-fault-detection
ZhengtianChu / WT-fault-detection
wind turbine fault detection based on machine learning techniques and knowledge transfer
Language:Jupyter Notebook 7 anurye / A-renewable-source-power-plant-design
Design of a renewable energy source power plant that integrates photovoltaic (PV) modules and wind turbines, collectively contributing a maximum power output of 60 kW to the grid.
Language:MATLAB 6cemoze / 3d-wind-turbine-power-curve-model
Dynamical Three Dimensional Wind Turbine Power Curve Model and IEC Corrections
- Language:Python 6
cvarier / Wind-Turbine-Sim
Java project simulating the physics of HAWT wind turbines using Blade Element Momentum theory.
Language:Java 5modelica-3rdparty / WindPowerPlants
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.
Language:Modelica 4saslucfer / BEM-Method
Generating power curves of wind turbine using BEM method
Language:MATLAB 4attarmehran / Wind-Turbine-Condition-Monitoring-System
Implementation of a CM system for a wind turbine and wind farm
Language:Python 3mortezapirmohammad / Nonlinear-control-WT
In this repository, The nonlinear control for a wind turbine driven by a variable-speed pump-controlled hydraulic servo system has been investigated.
Language:MATLAB 3NotDrJeff / sowfatools
Python and Paraview postprocessing tools for use with NREL's SOWFA
Language:Python 3romaindudek / pipowermeter
Measure and monitor DC power out (of a solar panel or a wind turbinefor example) using a raspberry pi.
Language:Python 3- home
wwakabobik / home
H.O.M.E. is smart home project.
Language:C++ 3 alidi24 / deep-learning-fault-diagnosis
A deep learning fault classification model for wind turbine drivetrain bearings using combined PCA-CNN approach
Language:Python 2ielorza / OpenDiscon
Open source implementation of the legacy GHBladed external controller interface.
Language:C 2marcodigennaro / windml
A Machine Learning tutorial on wind turbines data
Language:Jupyter Notebook 2nicolacalgaro89 / WindTurbine
Basic design routine for domestic wind turbine design
Language:Python 2roh6608 / TurbineBladeOptimisation
A FORTRAN script to optimise wind turbine blade geometry.
Language:Fortran 2
