A SA-PSO Based LS-SVM Method for Lithium-Ion Battery Lifetime Prediction

Author:

Luo Mengjiao1,Jia Li1,Li Yang1,Wang Xiuli2

Affiliation:

1. School of Mechatronic Engineering and Automation, Shanghai University,Shanghai,China

2. College of Information Engineering, Zhejiang University of Technology,Hangzhou City, Zhejiang Province,China

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference12 articles.

1. State of health and remaining useful life prediction for lithium-ion batteries based on differential thermal voltammetry and a long and short memory neural network

2. Remaining life prediction of lithium-ion batteries based on health management: A review

3. Review on Health State Estimation and Life Prediction of Lithium-ion Batteries [J/OL];Qing;High voltage technology,2023

4. A Data-driven Indirect Prediction of the SOH and RUL of Lithium-ion Batteries [D];Yanru;North University of China,2022

5. Online transient stability fault screening based on support vector machine [J];Yanhong;Automation of electric power system,2019

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