• CN:11-2187/TH
  • ISSN:0577-6686

›› 2005, Vol. 41 ›› Issue (4): 119-122.

• 论文 • 上一篇    下一篇

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基于Wigner高阶谱的机械故障诊断的研究

李志农;何永勇;褚福磊   

  1. 清华大学精密仪器与机械学系
  • 发布日期:2005-04-15

MACHINE FAULT DIAGNOSTICS BASED ON WIGNER-VILLE HIGH-ORDER SPECTRA

Li Zhinong;He Yongyong;Chu Fulei   

  1. Department of Precision Instruments and Mechanology, Tsinghua University
  • Published:2005-04-15

摘要: Wigner高阶谱是Wigner-Ville分布到高阶矩谱域的扩展,可同时从时域和频域描述信号的高阶谱特征,是分析时变的非高斯信号的有力工具。将Wigner高阶谱应用到机械故障诊断中,研究了交叉干扰项的消除和抑噪能力。仿真和试验结果表明该方法是有效的,得到了一些有价值的结论。

关键词: Wigner高阶谱, 故障诊断, 时频分析

Abstract: The Wigner higherorder moment spectra (WHOS), which are the extensions of the Wigner-Ville distribution (WVD) to higher-order moment spectra domains, can describe the higher-order moment spectral characteristics from the time domain and the frequency domain simultaneously. WHOS is a powerful tool for time-varying non-gauss analysis. WHOS to the machine fault diagnostics has been introduced, and how to remove cross-terms and suppress the gauss noise is stuelied. The simula- tion and experiment results show that the method is very effect- tive. Some valuable conclusions are obtained.

Key words: Fault diagnostics, Time-frequency analysis, Wigner higher order moment spectra (WHOS)

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