项目作者: archd3sai

项目描述 :
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.
高级语言: Jupyter Notebook
项目地址: git://github.com/archd3sai/Wind-Turbine-Power-Curve-Estimation.git