SOH early prediction of lithium-ion batteries based on voltage interval selection and features fusion

Deep learning to estimate lithium-ion battery state of health without additional degradation experiments

Jiahuan Lu, Rui Xiong, Jinpeng Tian et al. · Nature Communications · 2023 · 337 citations · Full text

Computing, Computer Science, Artificial Intelligence +15

A novel method for state of health estimation of lithium-ion batteries based on improved LSTM and health indicators extraction

Yan Ma, Ce Shan, Jinwu Gao et al. · Energy · 2022 · 327 citations

Engineering, Health Informatics, Health Assessment +16

SOH prediction of lithium battery based on IC curve feature and BP neural network

Jianping Wen, Xing Chen, Xianghe Li et al. · Energy · 2022 · 325 citations

Engineering, Chemical Engineering, Computer Science +17

Design and parametrization analysis of a reduced-order electrochemical model of graphite/LiFePO4 cells for SOC/SOH estimation

James Marcicki, Marcello Canova, A. T. Conlisk et al. · Journal of Power Sources · 2013 · 249 citations

Engineering, Chemical Engineering, Materials Science +17

A multi-feature-based multi-model fusion method for state of health estimation of lithium-ion batteries

Mingqiang Lin, Denggao Wu, Jinhao Meng et al. · Journal of Power Sources · 2021 · 219 citations

Computing, Data Science, Feature Engineering +14