Predicting Li-ion Battery Cycle Life with LSTM RNN

Pengcheng Xu, Yunfeng Lu

Efficient and accurate remaining useful life prediction is a key factor for reliable and safe usage of lithium-ion batteries. This work trains a long short-term memory recurrent ne…