Optimizing the design of wind turbine generators is a vital process that involves meticulous analysis of various factors. These include aerodynamics, mechanical components, control systems, and environmental influences. The goal is to maximize energy conversion while minimizing costs. Wind turbine generators are designed with complex architectures