A power model considering initial battery state for remaining useful life prediction of lithium-ion batteries.

Fanbing Meng,Fangfang Yang,Jun Yang,Min Xie

Reliab. Eng. Syst. Saf.（2023）

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摘要

•A power model considering initial battery state is proposed for RUL prediction.•The influence of model parameters on the model behavior is investigated in depth.•A two-phase method is developed for onboard RUL prediction.•A degradation experiment of LFP batteries is conducted and its data are analyzed.•The results show the effectiveness and superiority of the proposed power model.

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关键词

Lithium-ion batteries,Degradation modeling,Power model,Remaining useful life prediction,Particle filter

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