Conference
Jul 2026
A review of deep learning-based methods for lithium-ion battery remaining useful life prediction
This paper systematically sorts out and analyzes the application progress of four deep learning methods, namely RNN, LSTM, CNN and Transformer, elaborating on their technical principles, advantages, application scenarios and limitations, and points out the common problems of all these models.
Guo-Ji Yang, You-Hang Zhou, Lingang Shao et al.
· International Conference on... · 0 citations