The research on battery SOC estimation within colored noise

Lianbo Du, Ximing Cheng

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

In electric vehicles, the colored noise signal in current measurement could cause the battery SOC estimation inaccurate and divergent. In order to solve this problem, our authors used the colored noise as the state variables for Kalman filtering algorithm to reduce influences on the SOC estimation accuracy. Experimental results showed that the filtering method used in this paper could improve the accuracy for battery SOC estimation on the colored noise impacts.

源语言英语
主期刊名IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014 - Conference Proceedings
出版商Institute of Electrical and Electronics Engineers Inc.
ISBN(电子版)9781479942398
DOI
出版状态已出版 - 30 10月 2014
活动2014 IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014 - Beijing, 中国
期限: 31 8月 20143 9月 2014

出版系列

姓名IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014 - Conference Proceedings

会议

会议2014 IEEE Transportation Electrification Conference and Expo, ITEC Asia-Pacific 2014
国家/地区中国
Beijing
时期31/08/143/09/14

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