Extraction of gearbox fault features from vibration signal using wavelet transform

被引:2
|
作者
Ren, X. P. [1 ]
Shao, W. [1 ]
Yang, W. Z. [1 ]
Su, F. Q. [1 ]
机构
[1] Inner Mongolia Univ Sci & Technol, Sch Mech Engn, Baotou 014010, Peoples R China
关键词
D O I
10.1088/1742-6596/48/1/093
中图分类号
TH7 [仪器、仪表];
学科分类号
0804 ; 080401 ; 081102 ;
摘要
Vibration signals from a gearbox are usually noisy. As a result, it is difficult to find early symptoms of a potential failure in a gearbox. Wavelet Transform is a powerful tool to signals de-noising and disclose transient information drown in nonstationary vibration signals. Combined with practice example, this paper shows the effectivity of the WT in two facets about signals de-noising and fault extraction.
引用
收藏
页码:490 / 494
页数:5
相关论文
共 50 条
  • [41] Research on the Sparse Representation for Gearbox Compound Fault Features Using Wavelet Bases
    Luo, Chunyan
    Shen, Changqing
    Fan, Wei
    Cai, Gaigai
    Huang, Weiguo
    Zhu, Zhongkui
    SHOCK AND VIBRATION, 2015, 2015
  • [42] Gearbox fault feature extraction using hilbert transform, S-transform, and a statistical indicator
    Fan, Xianfeng
    Zuo, Ming J.
    JOURNAL OF TESTING AND EVALUATION, 2007, 35 (05) : 477 - 485
  • [43] The extraction of modulation characteristics of radar signal using wavelet transform
    Liu, WK
    Zhu, DJ
    Zhang, CH
    ICSP '98: 1998 FOURTH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1998, : 288 - 291
  • [44] FEATURE EXTRACTION BASED ON WAVELET TRANSFORM USING ECG SIGNAL
    Palacios-Enriquez, A.
    Ponomaryov, V.
    2013 INTERNATIONAL KHARKOV SYMPOSIUM ON PHYSICS AND ENGINEERING OF MICROWAVES, MILLIMETER AND SUBMILLIMETER WAVES (MSMW), 2013, : 632 - 634
  • [46] Gearbox fault diagnosis using lifting wavelet
    Ji, Zhong
    Huang, Jie
    Qin, Shuren
    Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2010, 30 (03): : 291 - 294
  • [47] Vibration and current transient monitoring for gearbox fault detection using multiresolution Fourier transform
    Kar, Chinmaya
    Mohanty, A. R.
    JOURNAL OF SOUND AND VIBRATION, 2008, 311 (1-2) : 109 - 132
  • [48] VIBRATION MONITORING FOR FAULT DIAGNOSIS IN ROTATING MACHINERY USING WAVELET TRANSFORM
    Bendjama, Hocine
    Bouhouche, Salah
    Boucherit, M. Seghir
    4TH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER THEORY AND ENGINEERING ( ICACTE 2011), 2011, : 167 - 170
  • [49] Gear fault detection using vibration analysis and continuous wavelet transform
    Vernekar, Kiran
    Kumar, Hemantha
    Gangadharan, K., V
    INTERNATIONAL CONFERENCE ON ADVANCES IN MANUFACTURING AND MATERIALS ENGINEERING (ICAMME 2014), 2014, 5 : 1846 - 1852
  • [50] Fault gear identification using vibration signal with discrete wavelet transform technique and fuzzy-logic inference
    Wu, Jian-Da
    Hsu, Chuang-Chin
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (02) : 3785 - 3794