AI-based estimation of lithium-ion battery management system: a review of AI integration in electric vehicle / Mohammad Lukman Mohd Yasin, Mahanijah Md Kamal and Kanendra Naidu Vijyakumar

• Main Authors: Mohd Yasin, Mohammad Lukman, Md Kamal, Mahanijah, Vijyakumar, Kanendra Naidu
• 格式: Article
• 语言: English
• 出版: UiTM Press 2024
• 主题: Back propagation (Artificial intelligence); Dielectric devices
• 在线阅读: https://ir.uitm.edu.my/id/eprint/105779/1/105779.pdf; https://ir.uitm.edu.my/id/eprint/105779/

Lithium-ion (Li-ion) batteries have gained considerable attention in the Electric Vehicle (EV) industry due to their high energy density, better lifespan, and higher nominal voltage. However, accurately estimating the State of Charge (SOC) and State of Health (SOH) for Li-ion batteries remains chall...