Breakthrough in EV battery monitoring with advanced random forest algorithm
Efficient and accurate state of charge (SOC) estimation is a critical component for improving electric vehicle (EV) performance, optimizing battery usage, and ensuring longer battery lifespans. Addressing the challenges posed by traditional methods in capturing the complex, nonlinear dynamics of batteries during varied driving conditions, researchers at the Beijing Institute of Technology have i