Abstract: Wind power, as a clean and renewable energy source, has become an integral component of the global energy transition. However, its intermittency and instability pose significant challenges to power system dispatch. To improve wind power integration efficiency and grid stability, this paper conducts an in-depth study on the design of a wind power dispatch control system based on genetic algorithms. The study first proposes a wind power dispatch control method based on genetic algorithms, followed by the design of a wind power dispatch control system that incorporates genetic algorithm-based optimization. The research demonstrates that the genetic algorithm-based dispatch system not only significantly enhances the utilization efficiency of wind power resources but also provides strong support for the stable operation of wind power integration.