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Next-generation wind turbine control systems are evolving with intelligent automation, predictive monitoring, and grid-aware design to drive efficiency, resilience, and sustainability in the clean energy transition. Based on an analysis of the latest scientific literature, this article examines AI. . Wind energy, a renewable resource characterized by its inexhaustibility and absence of pollutants, has garnered significant attention in recent years. The optimization of wind power generation for both economic and environmental benefits has emerged as a solution to contemporary energy challenges. A smart grid is an intelligent electricity network that uses digital communication, sensors, and automation to optimize energy distribution, improve reliability, and enhance. . This evolution calls for next-generation wind turbine control systems—a fusion of intelligent automation, digitalization, and adaptive control technologies. These innovative systems incorporate advanced technologies aimed at maximizing energy generation and enhancing efficiency.