IEEE

Machine Learning-Based Estimation of State of Charge and State of Health in Lithium-Ion Batteries for Electric Vehicles

Abstract: Battery management systems (BMSs) play a crucial role in electric vehicles (EVs), relying significantly on two essential parameters: the state of charge (SOC) and state of health (SOH).
IEEE

Enhancing State-of-Charge Prediction for PEVs Using Hybrid CNN and LSTM Machine Learning Techniques

Abstract: The State of Charge (SoC) estimation of lithiumion batteries is a critical aspect in the domain of plug-in electric vehicles (PEVs), influencing their performance, range, and overall ...