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小波分析在转子裂纹故障中的应用 被引量:6

Application of Wavelet Transform to Crack Fault Diagnosis for Rotor Systems
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摘要 为了模拟现实生产中旋转机械出现的转子裂纹故障,在单跨转子实验台上,对含有裂纹的转子系统进行了实验,把采集到的故障信号,利用三维谱振图和小波尺度图结合进行分析.结果表明:两种方法相结合可以更好地揭示裂纹故障信号的频率结构,特别是在1/2临界转速下能检测出能量相对较小的二倍频分量;系统在2倍临界转速时,会产生1/2次谐波共振,随着裂纹的加深,会产生高次谐波,这些频率特征可以作为诊断裂纹故障的一个依据. Simulation experiments were carried out on a test rig for single-span rotor system with crack fault and the collected fault signals were analyzed by way of a 3-D waterfall spectra in combination with reassigned wavelet scalogram. The results showed that the combination can reveal the frequency structure of signal better especially the relatively low-energy twofold frequency component which can be measured at half of the critical speed. It was found that an one-half order harmonic or subharmonic resonance comes up at twofold critical speed and with the crack deepened further, high order harmonies occur. These frequency characteristics features can be regarded as a reference to diagnosing the crack fault.
出处 《东北大学学报(自然科学版)》 EI CAS CSCD 北大核心 2007年第4期545-548,552,共5页 Journal of Northeastern University(Natural Science)
基金 国家自然科学基金资助项目(10572036)
关键词 单跨转子系统 裂纹故障 再分配小波尺度图 小波分析 故障诊断 single-span rotor system crack fault reassigned wavelet scalogram wavelet analysis fault diagnosis
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参考文献5

  • 1Newland D E.Wavelet analysis of vibration part 2:wavelet maps[J].Journal of Vibration and Acoustics,1994,116(5):425-427.
  • 2Francois A,Patrick F.Improving the readability of time-frequency and time-scale representations by the reassignment method[J].IEEE Transaction on Signal Processing,1995,43(5):1068-1089.
  • 3Peng Z,Chu F,He Y.Vibration signal analysis and feature extraction based on reassigned wavelet scalogram[J].Journal of Sound and Vibration,2002,253(5):1087-1100.
  • 4Adewusi S A.Wavelet analysis of vibration signals of an overhang rotor with a propagating transverse crack[J].Journal of Sound and Vibration,2001,246(5):777-793.
  • 5Peng Z K,Chu F L,Peter W.Detection of the rubbing-caused impacts for rotor-stator fault diagnosis using reassigned scalogram[J].Mechanical Systems and Signal Processing,2005,19(3):391-409.

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