Forecasting Electric Vehicle Battery Output Voltage: A Predictive Modeling Approach
This addresses the problem of improving safety and reliability in electric and hybrid vehicles for manufacturers and users, but appears incremental as it builds on existing BMS advancements.
The paper tackles the challenge of predicting battery charging voltage in electric vehicle battery management systems due to uncertainties in battery performance, and proposes possible solutions for this prediction.
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 issues with current BMS technology, and put forth possible solutions for predicting battery charging voltage.