Extreme learning machine model for state-of-charge estimation of lithium-ion battery using gravitational search algorithm

This paper develops a state-of-charge (SOC) estimation model for a lithium-ion battery using an improved extreme learning machine (ELM) algorithm. ELM is suitable for an SOC estimation since the ELM algorithm has fast estimation speed, good generalization performance, and high accuracy. However, the...

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Main Authors:	Hossain Lipu, M.S., Hannan, M.A., Hussain, A., Saad, M.H., Ayob, A., Uddin, M.N.
格式:	Article
語言:	English
出版:	2020
標簽:	添加標簽沒有標簽, 成為第一個標記此記錄!

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