Kalman filter based fault detection of dual motor systems

Fumin Guo, Xuemei Ren, Zhijun Li, Cunwu Han

科研成果: 书/报告/会议事项章节会议稿件同行评审

7 引用 (Scopus)

摘要

Fault detection of a class of dual motor systems is discussed in this paper. A linear dual motor systems with sensor faults and actuator faults as well as random noise are modeled, and a Kalman filter based fault detection scheme is proposed. In the designed fault detection scheme, a Kalman filter based residual generator is constructed to generate the residual signal, and then an evaluation function is used to provide the fault decision, also a threshold is designed to detect the occurrence of faults. Finally, a simulation example is given to show the applicability and effectiveness of the proposed fault detection approach.

源语言英语
主期刊名Proceedings of the 36th Chinese Control Conference, CCC 2017
编辑Tao Liu, Qianchuan Zhao
出版商IEEE Computer Society
7133-7137
页数5
ISBN(电子版)9789881563934
DOI
出版状态已出版 - 7 9月 2017
活动36th Chinese Control Conference, CCC 2017 - Dalian, 中国
期限: 26 7月 201728 7月 2017

出版系列

姓名Chinese Control Conference, CCC
ISSN(印刷版)1934-1768
ISSN(电子版)2161-2927

会议

会议36th Chinese Control Conference, CCC 2017
国家/地区中国
Dalian
时期26/07/1728/07/17

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