AI-Enhanced Intelligent Control Systems for Electric Vehicles

A comprehensive overview of the operation of artificial intelligence(AI) in enhancing intelligent control systems for electric vehicles(EVs). As the automotive assiduity transitions towards electrification, the development of advanced control systems becomes decreasingly pivotal to optimize the performance, effectiveness, and safety of EVs. AI ways, including machine literacy, deep literacy, and underpinning literacy, offer promising results to address the complex dynamics and misgivings essential in EV operation. This review explores the integration of AI algorithms into colorful aspects of EV control systems, similar as powertrain operation, battery operation, energy operation, and vehicle autonomy. Case studies and experimental results are presented to demonstrate the effectiveness and benefits of AI- enhanced control systems in perfecting EV performance, extending battery life, and enhancing overall driving experience. likewise, challenges, openings, and unborn directions for exploration and development in this field are bandied to pave the way for the wide relinquishment of AI- driven intelligent control systems in the EV assiduity.