Estimating the State of Health for Lithium-ion Batteries: A Particle Swarm Optimization-Assisted Deep Domain Adaptation Approach

Author:

Ma Guijun1,Wang Zidong2,Liu Weibo3,Fang Jingzhong3,Zhang Yong4,Ding Han1,Yuan Ye5

Affiliation:

1. School of Mechanical Science and Engineering, Huazhong University of Science and Technology,Wuhan,China,430074

2. College of Electrical Engineering and Automation, Shandong University of Science and Technology,Qingdao,China,266590

3. Brunel University London,Department of Computer Science,Uxbridge,Middlesex,United Kingdom,UB8 3PH

4. School of Information Science and Engineering, Wuhan University of Science and Technology,Wuhan,China,430081

5. School of Artificial Intelligence and Automation, Huazhong University of Science and Technology,Wuhan,China,430074

Funder

National Natural Science Foundation of China

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Artificial Intelligence,Information Systems,Control and Systems Engineering,Control and Optimization

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