As the core component of energy conversion for large wind turbines. the output performance of doubly-fed induction generators (DFIGs) plays a decisive role in the power quality of wind turbines. To realize the fast and accurate design optimization of DFIGs. this paper proposes a novel hybrid-driven surrogate-assisted optimization method. https://www.lightemupsequences.com/