使用擴展卡爾曼濾波來進行soc估測，并且與安時積分法比較，精度較高，使用的是電池一階模型。 The extended Kalman filter is used to estimate the battery soc, and compared with the ampere-time integration method, the battery first-order model has adjustable parameters.