Estimation of Lithium-Ion Battery State of Charge Based on Genetic Algorithm Support Vector Regression under Multiple Temperatures

Estimation of Lithium-Ion Battery State of Charge Based on Genetic Algorithm Support Vector Regression under Multiple Temperatures

In the energy crisis and post-epidemic era, the new energy industry is thriving, encompassing new energy vehicles exclusively powered by lithium-ion batteries. Within the battery management system of these new energy vehicles, the state of charge (SOC) estimation plays a pivotal role. The SOC repres...

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Bibliographic Details
Main Authors: Chao Chen, Zhenhua Li, Jie Wei
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Electronics
Subjects:
new energy vehicle
lithium-ion battery
genetic algorithm
support vector regression
state of charge (SOC)
Online Access:https://www.mdpi.com/2079-9292/12/21/4433

Internet

https://www.mdpi.com/2079-9292/12/21/4433

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