State of health estimation for lithium-ion battery based on particle swarm optimization algorithm and extreme learning machine

State of health estimation for lithium-ion battery based on particle swarm optimization algorithm and extreme learning machine

Lithium-ion battery State of Health (SOH) estimation is an essential issue in battery management systems. In order to better estimate battery SOH, Extreme Learning Machine (ELM) is used to establish a model to estimate lithium-ion battery SOH. The Swarm Optimization algorithm (PSO) is used to automa...

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Bibliographic Details
Main Authors: Kui Chen, Jiali Li, Kai Liu, Changshan Bai, Jiamin Zhu, Guoqiang Gao, Guangning Wu, Salah Laghrouche
Format: Article
Language:English
Published: Elsevier 2024-02-01
Series:Green Energy and Intelligent Transportation
Subjects:
Lithium-ion battery
State of health estimation
Grey relation analysis method
Particle swarm optimization algorithm
Extreme learning machine
Online Access:http://www.sciencedirect.com/science/article/pii/S2773153724000033

Internet

http://www.sciencedirect.com/science/article/pii/S2773153724000033

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