电动公交车电池荷电状态的Seq2Seq预测方法

董红召,王桢,张楠,佘翊妮,林盈盈

Seq2Seq prediction method of state of charge of electric bus battery

Hong-zhao DONG,Zhen WANG,Nan ZHANG,Yi-ni SHE,Ying-ying LIN

表 7 不同温度区间WN-Seq2Seq预测的评价结果

Tab.7 Evaluation of WN-Seq2Seq prediction results in different temperature ranges

温度区间/℃ MSE/% MAE/% MAPE/% 0~10 0.489 0.464 0.709 10~20 0.549 0.499 0.659 20~30 0.524 0.496 0.588 30~40 0.469 0.461 0.687