Abstract: Accurate state of charge (SOC) estimation of lithium-ion battery (LIB) is beneficial for battery management systems (BMS) to optimize the management of LIB, which has significant ...
Abstract: Neural networks (NNs) have been widely adopted for state of charge (SOC) estimation due to their high-efficiency nonlinear mapping and adaptive and self-learning abilities. However, their ...