Fault Diagnosis Based on Wavelet Package for Hydraulic Pump

被引:0
作者
Hou, Wenkui [1 ]
Lu, Chuan [1 ]
Liu, Hongmei [1 ]
Lu, Chen [1 ]
机构
[1] Beihang Univ, Dept Syst Engn, Beijing 100191, Peoples R China
来源
PROCEEDINGS OF 2009 8TH INTERNATIONAL CONFERENCE ON RELIABILITY, MAINTAINABILITY AND SAFETY, VOLS I AND II: HIGHLY RELIABLE, EASY TO MAINTAIN AND READY TO SUPPORT | 2009年
关键词
Wavelet analysis; hydraulic pump; fault diagnosis; port plate partial wear; slipper and sloping cam plate wear;
D O I
暂无
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
De-noising and extraction of the weak signature are crucial to fault diagnostics in which case features are often very,weak and masked by noise. The wavelet transform has been widely used in signal de-noising due to its extraordinary time-frequency representation capability. In this paper, wavelet decomposition-based de-noising method is employed for fault feature extraction of hydraulic pump. The experiment result reveals that the wavelet decomposition de-noising method can achieve satisfactory results on weak signal detection of hydraulic pump.
引用
收藏
页码:831 / 835
页数:5
相关论文
共 7 条
  • [1] Classification of washing machines vibration signals using discrete wavelet analysis for feature extraction
    Goumas, SK
    Zervakis, ME
    Stavrakakis, GS
    [J]. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2002, 51 (03) : 497 - 508
  • [2] HU CH, 2001, SYSTEM ANAL DESIGN B, P209
  • [3] LIANG D, NEW METHOD LOUDSPEAK, P1126
  • [4] Fault Diagnosis Of Hydraulic Pump Based on Rough Set and PCA Algorithm
    Liu, Siyuan
    Jiang, Wanlu
    Niu, Huifeng
    [J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 5, PROCEEDINGS, 2008, : 256 - 260
  • [5] PENG YH, 2002, WAVELET TRANSFORMATI, P116
  • [6] Song You, 2003, Journal of Beijing University of Aeronautics and Astronautics, V29, P87
  • [7] WANG SP, 2003, COMPUTER AIDED TEST