Advancements in Electric Vehicle Management System
D. Godwin Immanuel, Gautam Solaimalai, B M Chandrakala, V Bharath, Mukul Kumar Singh, Sampath Boopathi
Abstract
The chapter discusses the advancement of electric vehicle (EV) management systems, emphasizing the role of machine learning and artificial intelligence in optimizing vehicle dynamics, battery management, charging infrastructure, and user preferences. These technologies can enhance performance, efficiency, and user experience by adapting to dynamic driving conditions, optimizing energy consumption, and providing personalized experiences. The chapter also addresses challenges like data privacy, computational complexity, and interoperability, suggesting solutions and highlighting the need for collaborative research initiatives and regulatory frameworks for responsible ML and AI deployment in the EV industry.