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
Link To Document :
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