S. Munish Kanna

RL-DTNet: Reinforcement Learning Driven Deep Temporal Network for Accurate State-of-Charge Estimation in Lithium-Ion Batteries

Abstract Accurate state-of-charge (SoC) estimation is essential for ensuring the reliability and operation of lithium-ion batteries in electric vehicles. Traditional data-driven models failed to generalize across varying load profiles. Also, they do not handle nonlinear electroch...