crossrefSustainability2024-10-26Cited by 28
Data-Driven Approaches for State-of-Charge Estimation in Battery Electric Vehicles Using Machine and Deep Learning Techniques
Ehab Issa El-Sayed, Salah K. ElSayed, Mohammad Alsharef
One of the most important functions of the battery management system (BMS) in battery electric vehicle (BEV) applications is to estimate the state of charge (SOC). In this study, several machine and deep learning techniques, such as linear regression, support vector regressors (S…