DocumentCode :
1794826
Title :
A frequency-domain approach to crack-related fault detection
Author :
XingJian Jing
Author_Institution :
Dept. of Mech. Eng., Hong Kong Polytech. Univ., Hong Kong, China
fYear :
2014
fDate :
8-10 Aug. 2014
Firstpage :
283
Lastpage :
288
Abstract :
Nonlinearity detection and characterization is a hot topic in data-driven engineering or industrial practice. This study theoretically investigates a novel frequency domain method for nonlinearity characterization. It is shown that, with output decomposition and regulation, the even order nonlinearity and crack-incurred nonlinearity (not a simple even order nonlinearity although at its initial stage) can all be effectively evaluated by the magnitude of the 2nd order harmonic response, and the latter is a linear function of the crack severity and can be accurately estimated with the proposed method. The results provide a useful frequency domain approach for nonlinearity detection and characterization.
Keywords :
crack detection; fault diagnosis; frequency-domain analysis; harmonic analysis; source separation; spectral analysis; 2nd order harmonic response; crack severity; crack-incurred nonlinearity; crack-related fault detection; data-driven engineering; even order nonlinearity; frequency domain method; frequency-domain approach; frequency-domain nonlinear decomposition; industrial practice; linear function; nonlinear ouput spectrum; nonlinearity characterization; nonlinearity detection; output decomposition; Couplings; Estimation; Frequency estimation; Frequency-domain analysis; Harmonic analysis; Nonlinear dynamical systems; Power harmonic filters;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Guidance, Navigation and Control Conference (CGNCC), 2014 IEEE Chinese
Conference_Location :
Yantai
Print_ISBN :
978-1-4799-4700-3
Type :
conf
DOI :
10.1109/CGNCC.2014.7007247
Filename :
7007247
Link To Document :
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