基于SVD-SAE-GPR的锂离子电池RUL预测

董渊昌, 庞晓琼, 贾建芳, 史元浩, 温杰, 李笑, 张鑫

Remaining useful life prediction of lithium-ion batteries based on SVD-SAE-GPR

Yuanchang DONG, Xiaoqiong PANG, Jianfang JIA, Yuanhao SHI, Jie WEN, Xiao LI, Xin ZHANG

图6 四个电池在不同预测起点的预测结果及不确定性表达

Fig. 6 Prediction results and uncertainty expression of four batteries at different prediction starting points