The primary wind turbines’ in-service performance evaluation method is mining and analyzing the SCADA data. However, there are complex mathematical physical relationships between multiple operating parameters, so far, a lack of systematic understanding. To solve this issue, distribution parameters was first analyzed according to characteristics energy flow turbines. Then, correlation calculatio...