Forecasting Electric Vehicle Battery Output Voltage: A Predictive Modeling Approach

arXiv:2404.05776v1 Announce Type: new
Abstract: The battery management system plays a vital role in ensuring the safety and dependability of electric and hybrid vehicles. It is responsible for various functions, including state evaluation, monitoring, charge control, and cell balancing, all integrated within the BMS. Nonetheless, due to the uncertainties surrounding battery performance, implementing these functionalities poses significant challenges. In this study, we explore the latest approaches for assessing battery states, highlight notable advancements in battery management systems (BMS), address existing …

abstract arxiv battery bms control cs.ai cs.cv cs.sy eess.sy electric electric and hybrid vehicles electric vehicle evaluation forecasting functions hybrid management modeling monitoring predictive predictive modeling responsible role safety state type vehicles vital