A reconstruction-based model with transformer and long short-term memory for internal short circuit detection in battery packs

With the rapid growth of the electric vehicle industry, the demand for battery fault detection methods is also growing. Effective battery defect detection methods help maintain the performance of the battery pack. In this research, a reconstruction-based model for internal short circuit (ISC) detect...

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Bibliographic Details
Main Authors: Han Wang, Jiahao Nie, Zhiwei He, Mingyu Gao, Wenlong Song, Zhekang Dong
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Energy Reports
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2352484723000975