FAULT DETECTION OF GEARBOX WITH VIBRATION SIGNAL ANALYSIS BY A LINEAR COMBINATION OF ADAPTIVE WAVELETS

被引：0
|
作者：
Chen, Han-Xin [1 ]
Zuo, Ming J. [2 ]
机构：
[1] Wuhan Inst Technol, Sch Mech & Elect Engn, Wuhan, Peoples R China
[2] Univ Alberta, Dept Mech Engn, Edmonton, AB T6G 2M7, Canada
来源：
PROCEEDINGS OF 2009 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION | 2009年
基金：
加拿大自然科学与工程研究理事会; 湖北省教育厅重点项目;
关键词：
Fault detection; Model-based method; Hilbert transform; LIFTING SCHEME; DIAGNOSIS;
D O I：
10.1109/ICWAPR.2009.5207415
中图分类号：
TP39 [计算机的应用];
学科分类号：
081203 ; 0835 ;
摘要：
In this paper, we propose a novel method for identification of gear crack from the low-frequency modulated vibration signal, based on Hilbert transform and adaptive wavelet transform (AWT). Hilbert transform is used to present the envelope of the modulated vibration signal to show the modulating frequency. AWT is applied to process the modulated vibration signal by Hilbert transform. The proposed AWT can match the vibration signal with the meshing frequency and its harmonies, the coupling frequency, the carrier frequency, and their sidebands by an optimized wavelet. The model-based method by AWT is applied to extract the envelop features from the modulated vibration signal. Both simulated and experimental vibration signals arc used to test the proposed method.
引用
收藏
页码：340 / +
页数：2
相关论文
共 50 条
  • [1] Application of wavelets to gearbox vibration signals for fault detection
    Wang, WJ
    McFadden, PD
    [J]. JOURNAL OF SOUND AND VIBRATION, 1996, 192 (05) : 927 - 939
  • [2] Planetary Gearbox Vibration Signal Characteristics Analysis and Fault Diagnosis
    Miao, Qiang
    Zhou, Qinghua
    [J]. SHOCK AND VIBRATION, 2015, 2015
  • [3] Fault diagnosis of helical gearbox using acoustic signal and wavelets
    Pranesh, S. K.
    Abraham, Siju
    Sugumaran, V.
    Amarnath, M.
    [J]. FRONTIERS IN AUTOMOBILE AND MECHANICAL ENGINEERING, 2017, 197
  • [4] Vibration signal analysis using symbolic dynamics for gearbox fault diagnosis
    Medina, Ruben
    Macancela, Jean-Carlo
    Lucero, Pablo
    Cabrera, Diego
    Cerrada, Mariela
    Sanchez, Rene-Vinicio
    Vasquez, Rafael E.
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2019, 104 (5-8): : 2195 - 2214
  • [5] Vibration signal analysis using symbolic dynamics for gearbox fault diagnosis
    Ruben Medina
    Jean-Carlo Macancela
    Pablo Lucero
    Diego Cabrera
    Mariela Cerrada
    René-Vinicio Sánchez
    Rafael E. Vásquez
    [J]. The International Journal of Advanced Manufacturing Technology, 2019, 104 : 2195 - 2214
  • [6] The Fault Vibration Signal Analysis Of Wind Turbine Gearbox Based On Wavelet Transform
    Zhang Yon
    Liu Xiang-jun
    [J]. PROCEEDINGS OF 2013 2ND INTERNATIONAL CONFERENCE ON MEASUREMENT, INFORMATION AND CONTROL (ICMIC 2013), VOLS 1 & 2, 2013, : 724 - 727
  • [7] An investigation on gearbox fault detection using vibration analysis techniques: A review
    Aherwar, A.
    [J]. AUSTRALIAN JOURNAL OF MECHANICAL ENGINEERING, 2012, 10 (02) : 169 - 183
  • [8] Combination of principal component analysis and time-frequency representations of multichannel vibration data for gearbox fault detection
    Wodecki, Jacek
    Stefaniak, Pawel
    Obuchowski, Jakub
    Wylomanska, Agnieszka
    Zimroz, Radoslaw
    [J]. JOURNAL OF VIBROENGINEERING, 2016, 18 (04) : 2167 - 2175
  • [9] Planetary Gearbox Fault Diagnosis via Torsional Vibration Signal Analysis in Resonance Region
    Li, Kangqiang
    Feng, Zhipeng
    Liang, Xihui
    [J]. SHOCK AND VIBRATION, 2017, 2017
  • [10] Vibration signal analysis for electrical fault detection of induction
    Su, Hua
    Xi, Wang
    Chong, Kil To
    [J]. 2007 INTERNATIONAL SYMPOSIUM ON INFORMATION TECHNOLOGY CONVERGENCE, PROCEEDINGS, 2007, : 188 - +
12345