wind-turbines

There are 0 repository under wind-turbines topic.

• sharpy

  ImperialCollegeLondon / sharpy

  Simulation of High Aspect Ratio aeroplanes and wind turbines in Python: a nonlinear aeroelastic code

  aeroelasticitysimulationaeronauticsstructuresstructural-dynamicswind-turbines
  Language:Python 117

• Exawind / amr-wind

  AMReX-based structured wind solver

  ecpexascale-computingamrexamrwindwind-turbines
  Language:C++ 98

• nmstreethran / WindTurbineClassification

  My master's dissertation on wind turbine fault prediction using machine learning

  energyrenewable-energypythonjupyter-notebookwind-turbines
  Language:Python 50

• byuflowlab / VortexLattice.jl

  A Comprehensive Julia implementation of the Vortex Lattice Method

  vortex-latticeflight-vehicle-aerodynamicslow-speed-aerodynamicspotential-flowsteady-stateunsteady-flowswind-turbinesflapping-flightaircraft-performanceaircraft-design
  Language:Julia 47

• iameminmammadov / dash-predictive-maintenance

  Dashboard designed to demonstrate the power of Machine Learning to predict failures (Remaining Useful Life (RUL)) in wind turbines. To predict the date when equipment will completely fail (RUL), XGBoost is used and achieved RMSE error is 0.033964 days, which is highly accurate.

  rulwind-turbinesxgboostpredict-failuresdashboard
  Language:Python 33
• Wind-Turbine-Control

  borgestassio / Wind-Turbine-Control

  Controllers designed to the 5MW NREL wind turbine using Simulink and Fast V8

  fastsimulinkwind-turbinesnrel5mw-nrel-controllersmatlabpitchstate-spaceopenfastcontrollercontrollersfeedback-looplinearizationartificial-neural-network5mwfastv8
  Language:Fortran 27

• jobvk / Home-Assistant-Windcentrale

  Provides Home Assistant sensors for multiple wind turbines from the Windcentrale

  home-assistanthacsdutchwindcentralehassiosensorwind-turbines
  Language:Python 14

• narayan47 / Fault-Detection-wind-turbine

  Wind turbine fault detection using one class SVM

  machine-learningwind-turbinesfault-detectionpythonpca-analysis
  Language:Jupyter Notebook 10

• archd3sai / Wind-Turbine-Power-Curve-Estimation

  In this project, I have employed various regression techniques to estimate the Power curve of an on-shore Wind turbine. Nonlinear trees based ensemble regression methods perform best as true power curve is nonlinear. I have implemented and optimized XGBoost using GridSearchCV that yields lowest Test RMSE-6.404.

  wind-turbinespower-curve-estimationregressionxgboostvisualization
  Language:Jupyter Notebook 9

• ertis-research / shm-wind-turbines

  Structural Health Monitoring of Wind Turbines

  structural-health-monitoringwind-turbinesmotorized-telescopemachine-learning
  Language:Java 7

• EdoardoVacchini01 / WindTurbines

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

  data-sciencewind-powerpower-curvestatisticswind-turbinescurve-fitting
  Language:Jupyter Notebook 4

• khanfarhan10 / wind_analysis

  Wind Energy : A Practical Power Analysis Approach - Open Sourced Code for the Research Paper published in IEEE.

  wind-energywind-turbineswind-speedanalysisweibull-distributionieee-xplorepaperconferencefrequency-distribution
  Language:Jupyter Notebook 3

• nicolacalgaro89 / WindTurbine

  Basic design routine for domestic wind turbine design

  windturbinewind-turbinewind-turbines
  Language:Python 2

• otman-ai / wind-turbine-detection

  deep-learningmachine-learningobject-detectionpythonturbinewind-turbines
  Language:Jupyter Notebook 1

• percw / Swiss_wind-turbine_optimization

  Wind Turbine Placement Optimization in Switzerland is a project dedicated to achieving sustainable energy goals through intelligent wind turbine placement, optimizing geographical parameters with Google OR tools. Created as a course project in Sustainable Management and Technology

  optimizationor-toolssustainabilitywind-turbines
  Language:Jupyter Notebook 1

• MauroSilvaPinto / Modelling-Wind-Turbines

  A simple Machine Learning project for modelling all the setup of a wind turbine through several regression problems, from Engie's public dataset.

  machine-learningpythonregression-analysiswind-turbines
  Language:Python 0

• rossGardiner / TurbTroll

  TurbTroll is wind-turbine control software for small psmg-based systems driving a DC load. TurbTroll is targeted at the Arduino hardware platform.

  arduinoccontrolcontrol-systemscpphardwareplatformiowind-turbines
  Language:C++ 0