State of Health Estimation for Lithium-Ion Batteries Using IAO–SVR

The state of health (SOH) of lithium-ion batteries (LIBs) needs to be accurately estimated to ensure the safety and stability of electric vehicles (EVs) while in operation. In this paper, we proposed a SOH estimation method based on Improved Aquila Optimizer (IAO) and Support Vector Regression (SVR)...

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Bibliographic Details
Main Authors: Likun Xing, Xiao Liu, Wenfei Luo, Long Wu
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:World Electric Vehicle Journal
Subjects:
Online Access:https://www.mdpi.com/2032-6653/14/5/122