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.

语言：Jupyter Notebook · GitHub 星标：19 · Fork：5

话题：power-curve-estimation · regression · visualization · wind-turbines · xgboost

在 GitHub 上查看原仓库