• DocumentCode
    2836703
  • Title

    Application of wavelet packet and image processing to fault diagnosis for I.C. engines

  • Author

    Xia, Yong ; Geng, Feng ; Hao, Guiyou ; Ni, Zhibing ; Hu, Xinhan

  • Author_Institution
    Second Artillery Group, Equip. Res. Inst., Beijing, China
  • fYear
    2010
  • fDate
    26-28 May 2010
  • Firstpage
    1223
  • Lastpage
    1228
  • Abstract
    There are few applications of image processing technology to diagnosing and state monitoring for internal combustion (I.C.) engines, which is discussed in detail in this paper. The time-frequency distribution images of cylinder head vibration signals are gotten by decomposing them with wavelet packet algorithm. It is the first time that we look at time-frequency distribution images from the point of images. Based on which, a new method that applying image processing technology to diagnosing and state monitoring for internal combustion engines is presented in this paper. A valve fault diagnosis model is set up by image matching, which is realized on a four-stroke, six cylinder diesel engine. At the same time, some notes are presented in this paper. It has been proved that it is of no good effect to diagnose with histograms of time-frequency images generated by cylinder head vibration signals that have been processed with wavelet packet algorithm. The results show that this method has a clear physical meaning and is of good engineering practicability, feasibility, good precision and fast speed.
  • Keywords
    acoustic signal processing; condition monitoring; diesel engines; fault diagnosis; image matching; time-frequency analysis; valves; wavelet transforms; IC engines; cylinder head vibration signals; fault diagnosis; image matching; image processing; internal combustion engines; six cylinder diesel engine; state monitoring; time-frequency distribution; time-frequency distribution images; valve fault diagnosis model; wavelet packet algorithm; Diesel engines; Engine cylinders; Fault diagnosis; Head; Image processing; Internal combustion engines; Monitoring; Time frequency analysis; Valves; Wavelet packets; Image Processing; Time-Frequency Distribution Image; Vibration Signal; Wavelet Analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control and Decision Conference (CCDC), 2010 Chinese
  • Conference_Location
    Xuzhou
  • Print_ISBN
    978-1-4244-5181-4
  • Electronic_ISBN
    978-1-4244-5182-1
  • Type

    conf

  • DOI
    10.1109/CCDC.2010.5498163
  • Filename
    5498163