Application research of continuous wavelet transform in crack fault diagnosis of transmission gear

被引:0
|
作者
Yang Xiu-Wen [1 ]
Chen Jie [2 ]
Zeng Shun-Peng [2 ]
Cai Zhi-Wu [3 ]
机构
[1] Logist Engn Univ, Chongqing 400016, Peoples R China
[2] Chongqing Univ Sci & Technol, Chongqing 400050, Peoples R China
[3] Juangling Motors Co Ltd, Nanchang 330001, Jiangxi, Peoples R China
关键词
continuous wavelet transform; fault diagnosis; gear; crack;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The during the gear fault detection and diagnosis, the fault feature extraction is the key of diagnosis, but it is multifarious for the method of fault feature extraction. On the basis of continuous wavelet transform, this paper mainly introduces that the basic principle of wavelet transform and its application in feature extraction for fault diagnosis are set forth. It is aimed at no steady state pulse signal feature when transmission gear have fault, select suitable wavelet, apply wavelet transformation successfully to diagnose crackle fault of transmission gear, which indicates the advantage of wavelet analysis. The results show that the continuous wavelet transform is a useful tool in diagnosis of crack in gears. The new method for prognosis and diagnosis of incipient small crack can be applied to engineering practice effectively.
引用
收藏
页码:1161 / +
页数:2
相关论文
共 50 条
  • [1] Gear fault diagnosis based on continuous wavelet transform
    Zheng, H
    Li, Z
    Chen, X
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2002, 16 (2-3) : 447 - 457
  • [2] Fault diagnosis for gearbox gear based on continuous wavelet transform
    Zheng, Haibo
    Li, Zhiyuan
    Chen, Xinzhao
    [J]. Jixie Gongcheng Xuebao/Chinese Journal of Mechanical Engineering, 2002, 38 (03): : 69 - 73
  • [3] Gear Fault Diagnosis based on wavelet transform
    Tang, Guiji
    Wu, Jiao
    Wang, Zirui
    [J]. FRONTIERS OF MANUFACTURING SCIENCE AND MEASURING TECHNOLOGY II, PTS 1 AND 2, 2012, 503-504 : 1550 - 1553
  • [4] Application of continuous wavelet transform to fault diagnosis of rolling bearings
    Cheng, Junsheng
    Yu, Dejie
    Deng, Qianwang
    Yang, Yu
    [J]. Zhongguo Jixie Gongcheng/China Mechanical Engineering, 2003, 14 (23):
  • [5] Application of wavelet packet transform on fault diagnosis of snapped bolt in gear box
    Key Lab. of Advanced Manufacturing Technology of Beijing Municipality, College of Mechanical Engineering and Applied Electronics Technology, Beijing University of Technology, Beijing 100022, China
    [J]. Beijing Gongye Daxue Xuebao J. Beijing Univ. Technol., 2007, 3 (240-244):
  • [6] M-band flexible wavelet transform and its application to the fault diagnosis of planetary gear transmission systems
    Qin, Yi
    Mao, Yongfang
    Tang, Baoping
    Wang, Yi
    Chen, Haizhou
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 134
  • [7] Research on gear crack diagnosis of the planet gear transmission
    Ma, Chao
    Liu, Lingtao
    Wang, Shaohong
    Peng, Yumin
    [J]. JOURNAL OF ENGINEERING-JOE, 2019, 2019 (23): : 8513 - 8517
  • [9] APPLICATION OF THE WAVELET TRANSFORM TO FAULT-DETECTION IN A SPUR GEAR
    STASZEWSKI, WJ
    TOMLINSON, GR
    [J]. MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 1994, 8 (03) : 289 - 307
  • [10] Gear fault detection using vibration analysis and continuous wavelet transform
    Vernekar, Kiran
    Kumar, Hemantha
    Gangadharan, K., V
    [J]. INTERNATIONAL CONFERENCE ON ADVANCES IN MANUFACTURING AND MATERIALS ENGINEERING (ICAMME 2014), 2014, 5 : 1846 - 1852