Application of machine learning in ultrasonic diagnostics for prismatic lithium-ion battery degradation evaluation

Lithium-ion batteries are essential for electrochemical energy storage, yet they undergo progressive aging during operational lifespan. Consequently, precise estimation of their state of health (SOH) is crucial for effective and safe operation of energy storage systems. This paper investigates the v...

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Bibliographic Details
Main Authors: Qiying Wang, Da Song, Xingyang Lin, Hanghui Wu, Hang Shen
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-03-01
Series:Frontiers in Energy Research
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2024.1379408/full