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A cross-domain degradation mode prediction of lithium iron phosphate batteries for full cycle life

delete2026-08-11
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PRE
AI
M
Meng Liu
张
张彩萍 (Caiping Zhang) *
Z
Zeping Chen
C
Chenyu Liu
L
Linjing Zhang
B
Bo Qiao
张
张维戈 (Weige Zhang)
J
Jiuchun Jiang
X
Xiao-Guang Yang
DOI：10.1016/j.apenergy.2026.128655delete
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Abstract

Abstract

En 中文
• Enhanced electrochemical-thermal model with LFP hysteresis compensation. • Fe dissolution and deposition are identified as key degradation drivers. • Key electrochemical parameters correlated with degradation are identified. • Mechanistic-MLP fusion enables non-destructive degradation mode prediction.

Journal

Applied Energy cover
Applied Energy
IF:
11
Papers:
2.6W
Citations:
17.8W

Organization

B
Beijing Jiaotong University
Scholars:
2.1W
Papers: 1.7W
Citations: 1.2W
B
beijing institute of technology
Scholars:
5.3W
Papers: 3.9W
Citations: 63
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