Wind speed forecasting based on model selection, fuzzy cluster, and multi-objective algorithm and wind energy simulation by Betz's theory

Shenghui Zhang, Chen Wang, Peng Liao, Ling Xiao, Tonglin Fu

Abstract: Highlights•A wind speed forecasting and wind energy simulation management system developed.•A robust novel hybrid system based on three modular is proposed.•A multi-objective optimization algorithm is developed to optimize the parameters.•The model selection module searches the optimal forecasting values.•The conversion of wind power to electric energy had been discussed.