Fuzzy adaptive power optimization control of wind turbine with improved whale optimization algorithm and kernel extreme learning machine

Bangjun Lei, Haihong Tang, Yuxiang Su, Yandong Ru, Shumin Fei

Abstract: Highlights•A multi-goal optimization model (MGOM) is established for WT output power.•A novel EWSSS method has been proposed to improve the estimation accuracy of wind speed.•A NIWOA is presented to solve MGOM and optimize the parameters of KELM.•A FAC is proposed to enhance the optimal tracking ability of WT output power.