Condition Monitoring of Wind Power System With Nonparametric Regression Analysis

Condition monitoring helps reduce the operations and maintenance costs by providing information about the physical condition of wind power systems. This study proposes to use a statistical method for effective condition monitoring. The turbine operation is significantly affected by external weather conditions.We model the wind turbine response as a function of weather variables, using a nonpar…