In the quest for sustainable and efficient energy conversion systems, this paper presents a comprehensive study on the optimization of an Induction Wind Energy Conversion System (IWEC) integrated with Electric Double Layer Capacitors (EDLCs) and a Permanent Magnet Synchronous Generator (PMSG) to achieve superior power control. Wind energy represents a crucial component of the renewable energy landscape, and enhancing its conversion efficiency is pivotal for a sustainable future. In this work, we delve into the intricate details of the IWEC-EDLC-PMSG system, employing advanced control strategies and optimization techniques to maximize its performance. Through extensive simulations and experimentation, we demonstrate the significant advantages of this integrated system, including improved power quality, enhanced transient response, and enhanced grid integration capabilities. The results reveal that the proposed IWEC-EDLC-PMSG configuration outperforms conventional wind energy conversion systems in terms of efficiency, grid compatibility, and dynamic response. Furthermore, we address critical aspects such as system stability, fault tolerance, and reliability, ensuring the robustness of this innovative solution. This research not only contributes to the advancement of wind energy technology but also offers valuable insights into the integration of energy storage systems and advanced control techniques for efficient power control in renewable energy applications.