Vels University

Battery performance prediction using supervised learning: a comparative study

Abstract Accurate prediction of lithium-ion battery state of charge (SOC) is critical for ensuring safety, durability, and efficient energy management in electric vehicles (EVs). This study presents a systematic comparative analysis of supervised machine learning (ML) models for...