基于注意力机制和多任务LSTM的锂电池容量预测方法*

鲁南, 欧阳权, 黄俍卉, 王志胜

Capacity Prediction of Lithium-ion Batteries Based on Multi-task LSTM with Attention Mechanism

LU Nan, OUYANG Quan, HUANG Lianghui, WANG Zhisheng

表2 RUL预测结果

模型 B0005 B0007 B0018 T+10 T+15 T+10 T+15 T+10 T+15 ER MT-LSTM 1 -4 1 -4 -3 -7 GRU -11 -12 -8 -4 -11 -15 LSTM -13 -19 -8 -8 -11 -18 ANN -8 -8 3 -2 -9 -14