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 4 不同隐层状态维度WN-Seq2Seq预测的评价结果

Tab.4 Evaluation of WN-Seq2Seq prediction results for different hidden state dimensions

隐层状态维度 MSE/% MAE/% MAPE/% 32 0.609 0.575 0.765 64 0.505 0.479 0.656 128 0.508 0.484 0.663