Comparative evaluation of data-based methods for detection of internal short circuits on cell-level

Due to their relevance in field failures, early detection of internal short circuits (ISC) is critical for improving lithium-ion battery safety and remains a major focus of current research. However, objective comparison of existing detection methods is hindered by non-standardized validation setups...

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Bibliographic Details

Published in:	Future Batteries
Main Authors:	Jacob Klink, Ralf Benger, Hans-Peter Beck, Ines Hauer
Format:	Article
Language:	English
Published:	Elsevier 2026-06-01
Subjects:	Battery safety Lithium-ion battery ISC Fault detection Method evaluation
Online Access:	http://www.sciencedirect.com/science/article/pii/S2950264026000183