期刊文献+

基于本征时间尺度分解算法的齿轮箱故障诊断 被引量:13

Fault Diagnosis of Gear Box based on Intrinsic Time-scale Decomposition Algorithm
在线阅读 下载PDF
导出
摘要 针对现有信号处理方法在齿轮箱故障诊断中的不足,将本征时间尺度分解算法(Intrinsic Time-scale Decomposition,ITD)应用到齿轮箱故障诊断中。首先介绍了ITD算法;然后将ITD算法应用到齿轮箱的故障诊断中,得到了正确的结论;最后将ITD算法与经验模式分解(EMD)算法进行了比较,结果表明,ITD算法在运算速度和抑制端点效应方面明显优于EMD方法。为齿轮箱的故障诊断提供了一种新的方法。 Aiming at the shortcomings of current signal processing methods for fault diagnosis of gear box,the intrinsic time-scale decomposition(ITD) algorithm is used to diagnose the faults of gear box.To begin with,the ITD method is presented,then the ITD method is applied to the fault diagnosis of a defective gearbox and successfully obtained the correct conclusion.Finally,the ITD method is compared with the EMD method.The results show that,the ITD method has a clear advantage over the EMD method in increasing the computation speed and constraining the end point effect.A new method for the fault diagnosis of gear box is provided.
作者 林近山
出处 《机械传动》 CSCD 北大核心 2011年第9期51-53,共3页 Journal of Mechanical Transmission
基金 潍坊学院青年科研基金项目(2011Z14)
关键词 本征时间尺度分解 齿轮箱 故障诊断 Intrinsic time-scale decomposition Gear box Fault diagnosis
  • 相关文献

参考文献4

  • 1申永军,杨绍普,刘献栋.齿轮故障诊断中的信号处理技术研究与展望[J].机械传动,2004,28(3):1-5. 被引量:21
  • 2Huang N E, Shen Z, I.ong S R, et al. The empirical mode decomposition and the Hilbert spectrum for non- linear and non- stationary time series analysis [J]. Proceeding of Royal Society Lond. A, 1998(454):903-995.
  • 3Frei M G, Osorio I. Intrinsic time- scale decomposition: time - frequency- energy analysis and real - time filtering of non - stationary signals [J]. Proceeding of Royal Society Lond. A, 2007(463) :321 - 342.
  • 4Huang N E, Wu Z H, Long S R, et al. On Instantaneous Frequency[J]. Advances in Adaptive Data Analysis, 2009( 1 ):177- 229.

二级参考文献37

  • 1张贤达,保铮.盲信号分离[J].电子学报,2001,29(z1):1766-1771. 被引量:212
  • 2R. B. Randall. A new method of modeling gear faults. Journal of Mechanical Design, 1982, 104:259~267
  • 3S.Kay著,黄建国译.现代谱估计:原理与应用.北京:科学出版社,1994
  • 4李国华,张永忠.机械故障诊断.北京:化学工业出版社,1999
  • 5L. Cohen著,白居宪译.时-频分析:理论与应用.西安:西安交通大学出版社,1998
  • 6张贤达,保铮.非平稳信号分析与处理.北京:国防工业出版社,1998
  • 7王宏禹.非平稳随机信号分析与处理.北京:国防工业出版社,1999
  • 8W. J. Wang, P. D. Mcfadden. Analysis of gear motion excitation by kinematic modeling and three - dimensional energy spectrum of structural responses. ASME, Petrolenm Division (Publication), Structural Dynamics and Vibrations, 1993, 52:91~99
  • 9C. K. Sung, H. M. Tai, C. W. Chen. Locating defects of a gear system by the technique of wavelet transform. Mechanism and Machine Theory,2000, 35(8): 1169 ~ 1182
  • 10Lin jing, Qu liangsheng. Feature extraction based on morlet wavelet and its application for mechanical fault diagnosis. Journal of Sound and Vibration,2000, 234(1): 135 ~ 148

共引文献20

同被引文献175

引证文献13

二级引证文献60

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