Topic: wind-turbines Goto Github
Some thing interesting about wind-turbines
Some thing interesting about wind-turbines
wind-turbines,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.
User: archd3sai
wind-turbines,Controllers designed to the 5MW NREL wind turbine using Simulink and Fast V8
User: borgestassio
Home Page: https://borgestassio.github.io/Wind-Turbine-Control/
wind-turbines,A Comprehensive Julia implementation of the Vortex Lattice Method
Organization: byuflowlab
wind-turbines,This repository is dedicated to wind turbines power curve modeling, from data cleansing to the actual power curve modeling with various approches.
User: edoardovacchini01
wind-turbines,Structural Health Monitoring of Wind Turbines
Organization: ertis-research
wind-turbines,AMReX-based structured wind solver
Organization: exawind
Home Page: https://exawind.github.io/amr-wind
wind-turbines,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.
User: iameminmammadov
wind-turbines,Simulation of High Aspect Ratio aeroplanes and wind turbines in Python: a nonlinear aeroelastic code
Organization: imperialcollegelondon
Home Page: https://imperial.ac.uk/aeroelastics/sharpy
wind-turbines,Provides Home Assistant sensors for multiple wind turbines from the Windcentrale
User: jobvk
Home Page: https://jobvankoeveringe.com/projects/windcentrale/
wind-turbines,Wind Energy : A Practical Power Analysis Approach - Open Sourced Code for the Research Paper published in IEEE.
User: khanfarhan10
Home Page: https://ieeexplore.ieee.org/document/9386754
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.
User: maurosilvapinto
wind-turbines,Wind turbine fault detection using one class SVM
User: narayan47
wind-turbines,Basic design routine for domestic wind turbine design
User: nicolacalgaro89
wind-turbines,My master's dissertation on wind turbine fault prediction using machine learning
User: nmstreethran
wind-turbines,
User: otman-ai
wind-turbines,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
User: percw
wind-turbines,TurbTroll is wind-turbine control software for small psmg-based systems driving a DC load. TurbTroll is targeted at the Arduino hardware platform.
User: rossgardiner
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