Long-sequence voltage series forecasting for internal short circuit early detection of lithium-ion batteries

Summary: Accurate early detection of internal short circuits (ISCs) is indispensable for safe and reliable application of lithium-ion batteries (LiBs). However, the major challenge is finding a reliable standard to judge whether the battery suffers from ISCs. In this work, a deep learning approach w...

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Bibliographic Details

Published in:	Patterns
Main Authors:	Binghan Cui, Han Wang, Renlong Li, Lizhi Xiang, Jiannan Du, Huaian Zhao, Sai Li, Xinyue Zhao, Geping Yin, Xinqun Cheng, Yulin Ma, Hua Huo, Pengjian Zuo, Guokang Han, Chunyu Du
Format:	Article
Language:	English
Published:	Elsevier 2023-06-01
Subjects:	DSML 2: Proof-of-concept: Data science output has been formulated, implemented, and tested for one domain/problem
Online Access:	http://www.sciencedirect.com/science/article/pii/S2666389923000727