DocumentCode :
2143270
Title :
Feature Extraction of Rotor Systems with Coupling Fault with Crack and Rub-Impact
Author :
Ma, Hui ; Sun, Wei ; Ren, Zhaohui ; Wen, Bangchun
Author_Institution :
Sch. of Mech. Eng. & Autom., Northeastern Univ., Shenyang, China
fYear :
2009
fDate :
17-19 Oct. 2009
Firstpage :
1
Lastpage :
5
Abstract :
In practical rotor systems, rotor-stator rub-impact may occur because crack fault causes the increase of vibration amplitude, which is called coupling fault with crack and rub-impact. The vibration signal is non-stationary due to the strong nonlinear characteristics of the coupling fault. In this paper, a rotor test rig was designed to research on nonlinear vibration characteristics of rotor systems with this fault. Some meticulous experiments were performed to simulate crack fault, rub-impact fault and coupling fault of both. The vibration signals were collected in the process of speed up-down running. The rough time-frequency features are extracted by spectrum cascade. For extracting the fault features better, the wavelet time-frequency method is adopted to accurately analyze the local unstable signal. The results show that the fault features can be well extracted by combining the two methods.
Keywords :
cracks; fault diagnosis; feature extraction; rotors; signal processing; stators; time-frequency analysis; vibrations; wavelet transforms; coupling fault; crack fault simulation; nonlinear vibration characteristics; rotor systems; rotor test rig; rotor-stator rub-impact; rough time-frequency feature extraction; spectrum cascade; vibration signal; wavelet time-frequency method; Automation; Continuous wavelet transforms; Feature extraction; Mechanical engineering; Signal processing; Sun; Time frequency analysis; Vibrations; Wavelet analysis; Wavelet transforms;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image and Signal Processing, 2009. CISP '09. 2nd International Congress on
Conference_Location :
Tianjin
Print_ISBN :
978-1-4244-4129-7
Electronic_ISBN :
978-1-4244-4131-0
Type :
conf
DOI :
10.1109/CISP.2009.5303642
Filename :
5303642
Link To Document :
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