SOH estimation for lithium-ion batteries using the distribution of relaxation time and feature optimized multilayer perceptron

Summary: Electrochemical impedance spectroscopy (EIS) offers abundant dynamic information related to battery degradation. However, the distribution of relaxation time (DRT) methods often produces ambiguous timescale features due to overlapping peaks and the subjective selection of regularization par...

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Bibliografski detalji

Glavni autori:	Fang Wang, Shiqiang Liu, Shiqin Chen, Qi Zhang, Dafang Wang, Xiaole Ma, Xiaoqian Dai
Format:	Artigo
Jezik:	Inglês
Izdano:	Elsevier 2025-09-01
Serija:	iScience
Teme:	Applied computing Energy engineering Materials science
Online pristup:	http://www.sciencedirect.com/science/article/pii/S2589004225017043
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