State of Health Estimation of Lithium-Ion Batteries Using Fusion Health Indicator by PSO-ELM Model

State of Health Estimation of Lithium-Ion Batteries Using Fusion Health Indicator by PSO-ELM Model

The accurate estimation of the State of Health (SOH) of lithium-ion batteries is essential for ensuring their safe and reliable operation, as direct measurement is not feasible. This paper presents a novel SOH estimation method that integrates Particle Swarm Optimization (PSO) with an Extreme Learni...

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Bibliographic Details
Main Authors: Jun Chen, Yan Liu, Jun Yong, Cheng Yang, Liqin Yan, Yanping Zheng
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Batteries
Subjects:
lithium-ion battery
State of Health
fusion health indicators
PSO-ELM
Online Access:https://www.mdpi.com/2313-0105/10/11/380
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