A method for battery fault diagnosis and early warning combining isolated forest algorithm and sliding window

Abstract The vehicle's power battery is composed of a large number of battery cells series or in parallel. Due to the manufacturing process error and the different use environments, there are differences between the battery cells, and the battery pack will have inconsistency problems, which wil...

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Bibliographic Details
Main Authors: Xianfu Cheng, Xiaojing Li, Xiaodong Ma
Format: Article
Language:English
Published: Wiley 2023-12-01
Series:Energy Science & Engineering
Subjects:
Online Access:https://doi.org/10.1002/ese3.1593