The Gearbox Fault Diagnosis Based on Wavelet Transform

被引:0
|
作者
Wang, Jinyu [1 ]
Kong, Dejian [1 ]
Dong, Shi [2 ]
Wang, Chao
机构
[1] Northeast Petr Univ, Dept Elect & Informat Engn, Daqing 163318, Heilongjiang, Peoples R China
[2] Applicat Management Off Informat Ctr Second Oil P, Daqing 163318, Heilongjiang, Peoples R China
关键词
Wavelet Transform; Gearbox; Vibration; Fault-diagnosis;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The main gearbox is an important driving force for a pump. It needs to carry out regular monitoring. In this paper, it measures the vibration acceleration signal of a pumping unit's main gearbox, names them 1# and 2#. After comparing the time course curve and spectral of the two main gearbox, it has found the 2# gearbox's maximum amplitude is about 2.5 times than the 1#. The narrowband signals are filtered by Hilbert transform to obtain the envelope of the narrow band signal. The envelope signals are significant different between the two gear boxes, 1# gearbox has more spectrum of frequency, and 2# gearbox is more outstanding single frequency component. The results show that the presence of the 2# gearbox has some minor faults. The 2# gearbox is more wear than 1# gearbox, which explains the rationality of the vibration analysis.
引用
收藏
页码:1973 / 1976
页数:4
相关论文
共 50 条
  • [1] Gearbox Fault Diagnosis Research based on Wavelet Transform
    Yu, G. B.
    Zhao, Y.
    Nie, J. F.
    Dai, B.
    Song, X. W.
    [J]. MECHANICAL ENGINEERING, MATERIALS SCIENCE AND CIVIL ENGINEERING, 2013, 274 : 233 - +
  • [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] Fault diagnosis of wind power gearbox based on wavelet transform and improved CNN
    Wen, Zhu-Peng
    Chen, Jie
    Liu, Lian-Hua
    Jiao, Ling-Ling
    [J]. Zhejiang Daxue Xuebao (Gongxue Ban)/Journal of Zhejiang University (Engineering Science), 2022, 56 (06): : 1212 - 1219
  • [4] Fault diagnosis of gearbox based on wavelet packet transform and CLSPSO-BP
    Maohua Xiao
    Wei Zhang
    Yuanfang Zhao
    Xiaomei Xu
    Shufang Zhou
    [J]. Multimedia Tools and Applications, 2022, 81 : 11519 - 11535
  • [5] Fault diagnosis of gearbox based on wavelet packet transform and CLSPSO-BP
    Xiao, Maohua
    Zhang, Wei
    Zhao, Yuanfang
    Xu, Xiaomei
    Zhou, Shufang
    [J]. MULTIMEDIA TOOLS AND APPLICATIONS, 2022, 81 (08) : 11519 - 11535
  • [6] Gearbox fault diagnosis based wavelet analysis
    Gao, Lixin
    Xing, Jun
    Lei, Xun
    [J]. Beijing Keji Daxue Xuebao/Journal of University of Science and Technology Beijing, 2003, 25 (03): : 267 - 269
  • [7] Early Fault Diagnosis of Gearbox Using Empirical Wavelet Transform and Hilbert Transform
    Merainani, B.
    Benazzouz, D.
    Bouamama, B. Ould
    Rahmoune, C.
    [J]. 2016 24TH MEDITERRANEAN CONFERENCE ON CONTROL AND AUTOMATION (MED), 2016, : 1367 - 1372
  • [8] Compound Fault Diagnosis of Gearbox Based on Wavelet Packet Transform and Sparse Representation Classification
    Yu Fa-jun
    Liu Yi-cai
    Zhao Qi-feng
    [J]. PROCEEDINGS OF THE 32ND 2020 CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2020), 2020, : 5339 - 5343
  • [9] Application of Wavelet Synchrosqueezing Transform For Wind Turbine Gearbox Fault Diagnosis
    Maheswari, R. Uma
    Umamaheswari, R.
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND COMPUTING RESEARCH, 2016, : 508 - 511
  • [10] Gearbox Fault Diagnosis Based on Adaptive Modified Dual-tree Complex Wavelet Transform
    Chen, Xuyang
    Han, Zhennan
    Ning, Shaohui
    [J]. Zhendong Ceshi Yu Zhenduan/Journal of Vibration, Measurement and Diagnosis, 2019, 39 (05): : 1016 - 1022