Life Prediction of Lithium-ion Battery Using Deep Learing

Abstract

The. Previous work has been done to predict the lifetime of complex nonlinear systems, such as lithium-ion batteries, from early cycles. Therefore, I conducted research using deep learning to obtain more accurate results. However, we report that LSTM, which specializes in predicting time-series data, did not produce results.