期刊文献+

Application of Three Order Cumulants in Fault Diagnosis 被引量:1

Application of Three Order Cumulants in Fault Diagnosis
下载PDF
导出
摘要 The three-order cumulants’ complex forms of different definitions include different coupling information of signals, and the information can be used to diagnose fault. In the experiment of pressure reducing valve’s fault diagnosis, through these different coupling information, the features of fault signals and normal signals were extracted by wavelet in different directions, then these features were inputted to diagnose the fault. The experiment shows that this method can achieve a satisfactory result. The three-order cumulants’ complex forms of different definitions include different coupling information of signals, and the information can be used to diagnose fault. In the experiment of pressure reducing valve’s fault diagnosis, through these different coupling information, the features of fault signals and normal signals were extracted by wavelet in different directions, then these features were inputted to diagnose the fault. The experiment shows that this method can achieve a satisfactory result.
作者 Wenbing Wu
出处 《International Journal of Modern Nonlinear Theory and Application》 2018年第4期97-105,共9页 现代非线性理论与应用(英文)
关键词 CUMULANTS COUPLING WAVELET FAULT DIAGNOSIS Cumulants Coupling Wavelet Fault Diagnosis
  • 相关文献

参考文献5

二级参考文献29

  • 1张严,王树勋,李生红.二次相位耦合的1维谱分析[J].电子学报,1996,24(4):109-112. 被引量:44
  • 2彭志君,黄宜坚.基于AR双谱的溢流阀故障诊断[J].机械科学与技术,2007,26(7):908-912. 被引量:9
  • 3SHI X CH, HUH Y. Diesel engine fault diagnosis and classification [ C ]. International Conference on Signal Processing Proceedings, 2007,1 (8) : 4128841.
  • 4MCCORMICK A C, NANDI A K. Bispectral and trispectral features for machine condition diagnosis [J]. IEEE Proceedings:Vision, Image and Signal Processing, 1999, 146 ( 5 ) : 229-234.
  • 5ASANTHA C, MICHAEL K. Weak lensing of the CMB: Extraction of lensing information from the trispectrum [J]. New Astronomy, 2003,8 ( 3 ) :231-253.
  • 6COLLIS W B, WHITE P R, HAMMOND J K. Higherorder spectra: the bispectrum and trispectrum [J]. Mechanical Systems and Signals Processing , 1998,12(3 ) : 375 -394.
  • 7LUTES L D, CHEN D C K. Trispectrum for the response of a non-linear oscillator [J].International Journal of Non-Linear Mechanics, 1991,6(26) :893-909.
  • 8HINICH M J. Higher-order cumulants and cumulants spectra [J]. Circuits Systems and Signal Processing, 1994,13(4) :391-420.
  • 9COLLS W B, WHITE P R, HAMMOND J K. Higher order spectral and the trispectrum[J]. IEEE Digital Signal Processing Workshop, 1994:85-88.
  • 10HUANG Y J, LIU X M, TIAN T CH. AR trispectral characteristics of electrological actuator[ J ]. Proceedings of the World Congress on Intelligent Control and Automation, 2006:5782-5786.

共引文献80

同被引文献1

引证文献1

二级引证文献1

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部