Yan-Mei Cui

Optimization Design of Lithium-Ion Battery Remaining Useful Life Prediction Based on Particle Swarm Optimization

Accurate remaining useful life (RUL) prediction is the core support for battery health management in new energy vehicles and energy storage systems. Aiming at the accuracy bottleneck caused by empirical parameter setting in neural network (NN) prediction models, this paper constructs a coupled RUL prediction model opti...