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Application of motor fault detection based on symbolic time series analysis
Hu W(胡为); Wen, Liang; Gao L(高雷); Ye, Jinjiao
作者部门工业信息学研究室
会议名称2011 Chinese Control and Decision Conference, CCDC 2011
会议日期May 23-25, 2011
会议地点Mianyang, China
会议主办者IEEE Control Systems Society (CSS); IEEE Industrial Electronics Society (IES); Automatic Control Society of Chinese Association of Aeronautics; Simul. Methods Model. Soc. Chin. Assoc. Syst. Simul.; Intell. Control Manage. Soc., Chin. Assoc. Artif. Intell.
会议录名称Proceedings of the 2011 Chinese Control and Decision Conference, CCDC 2011
出版者IEEE Computer Society
出版地Piscataway, NJ, USA
2011
页码710-715
收录类别EI ; CPCI(ISTP)
EI收录号20113614294475
WOS记录号WOS:000323234700140
产权排序3
ISBN号978-1-4244-8736-3
关键词Fault Detection Symbolic Time Series Analasys Inter-turn Short Circuit Fuzzy Relative Entropy
摘要An improved method of motor detection based on symbolic time series analysis is proposed, and the method adaptively partition off the region which has the most symbols in the symbolic series into two new regions, which enhances the sensitive degree of symbols to the signal. Except that the fuzzy relative entropy is introduced in the paper to improve the reliability of the diagnosis results. Laboratory experiments of fault diagnosis of inductive motor show that comparing with the uniform partition, the new method is more sensitive to the system and also owns a stronger robustness and a better reliability.
语种英语
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文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/19959
专题工业信息学研究室
通讯作者Hu W(胡为)
作者单位1.Automation Department, Shenyang Aerospace University, Shenyang CO 110136, China
2.China Coal Research Institute, Beijing CO 100013, China
3.Department of Industry Control System, Shenyang Institute of Automation, Chinese Academy of Science, Shenyang CO 110016, China
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GB/T 7714
Hu W,Wen, Liang,Gao L,et al. Application of motor fault detection based on symbolic time series analysis[C]//IEEE Control Systems Society (CSS); IEEE Industrial Electronics Society (IES); Automatic Control Society of Chinese Association of Aeronautics; Simul. Methods Model. Soc. Chin. Assoc. Syst. Simul.; Intell. Control Manage. Soc., Chin. Assoc. Artif. Intell.. Piscataway, NJ, USA:IEEE Computer Society,2011:710-715.
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