Fault Identification of Lithium-Ion Battery Pack for Electric Vehicle Based on GA Optimized ELM Neural Network

Fault Identification of Lithium-Ion Battery Pack for Electric Vehicle Based on GA Optimized ELM Neural Network

The battery system is one of the core technologies of the new energy electric vehicle, so the frequent occurrence of safety accidents seriously limits the large-scale promotion and application. An innovative extreme learning machine optimized by genetic algorithm (GA-ELM)-based method is proposed to...

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Bibliographic Details
Main Authors: Lei Yao, Shiming Xu, Yanqiu Xiao, Junjian Hou, Xiaoyun Gong, Zhijun Fu, Aihua Tang
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Lithium-ion battery
fault diagnosis
extreme learning machines
feature parameters
Online Access:https://ieeexplore.ieee.org/document/9698074/

Internet

https://ieeexplore.ieee.org/document/9698074/

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