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Remaining Useful Life Predictionmethod for Lithium-ion Batteries Based on CEEMD-AKF

Aiming at the problems of complex modeling and large errors in the prediction of remaining useful life (RUL) of lithium-ion batteries, a novel RUL prediction method was proposed. Firstly, the battery historical capacity was decomposed into a set of intrinsic mode functions (IMFs) and one residue...

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Principais autores: CHEN Xiang, XIA Fei
Format: Artigo
Sprog:Chinês
Udgivet: Harbin University of Science and Technology Publications 2023-06-01
Serier:Journal of Harbin University of Science and Technology
Fag:
lithium-ion batteries
remaining useful life
autoregressive mode
permutation entropy
monte carlo simulation
Online adgang:https://hlgxb.hrbust.edu.cn/#/digest?ArticleID=2211
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