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An optimal charging algorithm for lithium-ion batteries considering temperature rise minimization

Authors :
Xing Shu
Zheng Chen
Jiangwei Shen
Renxin Xiao
Xiaoyu Li
Source :
2017 Chinese Automation Congress (CAC).
Publication Year :
2017
Publisher :
IEEE, 2017.

Abstract

In this paper, a novel optimal charging algorithm for lithium-ion batteries is proposed to optimize constant current charging strategy with the target of minimizing temperature increment. First, a battery temperature model is established along with the identified parameters. Then, battery charging problem is formulated and solved by genetic algorithm (GA). Various charging ambient temperatures are adopted to comprehensive testify the proposed algorithm. Experimental results show that the proposed algorithm can attain satisfactory performance with the slightly shortened charging time and can reduce the temperature increment by 42.6%-93.7% compared with the constant current charging strategy.

Details

Database :
OpenAIRE
Journal :
2017 Chinese Automation Congress (CAC)
Accession number :
edsair.doi...........48fe2286bf59c8be07fbbe2bd1c86260
Full Text :
https://doi.org/10.1109/cac.2017.8243195