Multivariate wind power curve modeling using multivariate adaptive regression splines and regression trees

Keyphrases

• Regression Tree 100%
• Wind Turbine Power Curve 100%
• Multivariate Adaptive Regression Splines 100%
• Wind Power Curve Modeling 100%
• Modeling Techniques 66%
• Multivariate Model 66%
• Error Distribution 66%
• Fitting Ability 66%
• Nonlinear Fitting 66%
• Power Curve Modeling 66%
• Additional Inputs 33%
• Nonlinearity 33%
• Preprocessing Techniques 33%
• Wind Turbine 33%
• Inconsistency 33%
• Popular 33%
• Error Metrics 33%
• Outlier Detection 33%
• Model Complex 33%
• Wind Speed 33%
• Speed-power 33%
• Wind Power 33%
• Modeling Accuracy 33%
• Limited Ability 33%
• Spline Function 33%
• Regression-based Method 33%
• Power Curve 33%
• Univariate Model 33%
• Nonparametric Methods 33%
• Wind Turbine Power Curve Modeling 33%
• Monitoring Power 33%
• Wind Power Forecasting 33%
• Complex Relations 33%
• Wind Turbine Condition Monitoring 33%
• Flexible Modeling 33%
• Power Curve Assessment 33%
• High Peaks 33%

Mathematics

• Regression tree 100%
• Power Curve 100%
• Multivariate Adaptive Regression Spline 100%
• Nonlinear 28%
• Parametric 28%
• Error Distribution 28%
• Standard Deviation 14%
• Outlier Detection Method 14%
• Spline 14%
• Complex Model 14%
• Nonlinearity 14%
• Wind Speed 14%
• Wind Velocity 14%