Title :
The research on multipath propagation of vibration signal in mechanical fault system
Author :
Li, Changning ; Miao, Qiang ; Pecht, Michael
Author_Institution :
Centre for Prognostics & Syst. Health Manage., City Univ. of Hong Kong, Hong Kong, China
Abstract :
The research mainly focus on multipath propagation phenomenon in mechanical fault system. Mechanical fault source signals are often distorted by multiple paths propagation before arriving at sensor, so that fault feature in acquired vibration signal is destroyed. For preventing the effect, the fault source signal need to be recovered from acquired signal using blind deconvolution method. As a preprocessing technique, blind deconvolution process brings dominant in mechanical system fault diagnosis. Therefore, research on multipath propagation effect and corresponding blind deconvolution methods for mechanical fault signal is very significant. In the research, the multipath propagation phenomenon in mechanical system will be experimentally analyzed and well canceled using modified Bussgang-type method.
Keywords :
deconvolution; fault diagnosis; vibrations; Bussgang-type method; blind deconvolution method; fault diagnosis; mechanical fault source signal; multipath propagation; signal recovery; vibration signal; Deconvolution; Mechanical systems; Mechanical variables measurement; blind deconvolution; mechanical fault diagnosis; mutipath propagation;
Conference_Titel :
Prognostics and System Health Management Conference (PHM-Shenzhen), 2011
Conference_Location :
Shenzhen
Print_ISBN :
978-1-4244-7951-1
Electronic_ISBN :
978-1-4244-7949-8
DOI :
10.1109/PHM.2011.5939589