Real-time personalized health status prediction of lithium-ion batteries using deep transfer learning

Authors: Guijun Ma, Songpei Xu, Benben Jiang, Cheng Cheng, Xin Yang, Yue Shen, Tao Yang, Yunhui Huang, Han Ding, Ye Yuan

Published: 2022-07-30

DOI: 10.1039/d2ee01676a

Source: Full article

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Abstract

We have developed a high-performance deep transfer learning framework to predict the health status of lithium-ion batteries for each end-user at any charge–discharge cycle.