Fanyong Cheng

A closed-loop state of charge estimation of lithium-ion batteries by integrating deep learning and adaptive Kalman filter

Under various operating environments and temperature conditions, accurately estimating the state of charge (SOC) of batteries is a crucial prerequisite for an efficient battery management system. However, the SOC of lithium-ion batteries exhibits complex nonlinear and dynamic cha...