In this paper, the neural-network (NN) is proposed based approach to estimate the battery s state of charge (SOC) of the electric vehicles (EVs).

• 针对电动车蓄电池电能容量判别问题,将神经网络方法应用于电动车蓄电池荷电状态估计。