Method for Cleaning Abnormal Data of Wind Turbine Power Curve Based on Density Clustering and Boundary Extraction

This paper creatively proposes a complete set of procedures to identify and eliminate outliers of wind-power data based on the framework of classification processing. Outliers are divided into three types. According to the characteristics of each type of outlier, separate suitable algorithms are proposed. Through a comprehensive and in-depth analysis of the bottom stacked points, several operating...