• CN:11-2187/TH
  • ISSN:0577-6686

›› 2005, Vol. 41 ›› Issue (2): 112-116.

• 论文 • 上一篇    下一篇

基于小波变换的柱塞泵故障诊断方法

杨铁林;高英杰;孔祥东   

  1. 燕山大学机电控制工程研究所
  • 发布日期:2005-02-15

INVESTIGATION ON WAVELET-BASED METHOD OF FAULT DIAGNOSIS FOR A PISTON PUMP

Yang Tielin; Gao Yingjie;Kong Xiangdong   

  1. Institute of Mechanical and Electrical Engineering, Yanshan University
  • Published:2005-02-15

摘要: 基于柱塞泵的脉动分析模型,提出了一种基于小波变换的柱塞泵故障诊断方法。以泵出口处的压力信号作为分析信号,利用小波变换将该信号进行频谱分解,可有效地提取压力信号中所包含的故障信号。仿真与试验结果均表明:基于小波变换对泵出口压力信号的分析可实现泵的故障诊断。

关键词: 信号处理, 故障诊断, 小波分析, 柱塞泵

Abstract: Based on a pulsating analysis model, a hydraulic pump fault diagnosis approach is presented. By this approach, the diagnosis is based on the pressure signal measured at the outlet port of the pump. The obtained signal is transformed into frequency domain for performing wavelet analysis to separate the fault signal from the pressure signal at the time a fault occurs. This method is first evaluated via simulation analysis, and then validated against test data. Results showed that this wavelet based fault diagnosis method is capable of detecting pump failure using the outlet pressure pulsating signal.

Key words: Piston pump, Signal processing, Fault diagnosis, Wavelet

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