DocumentCode
2478112
Title
Quadratic-nonlinearity power-index spectrum and its application in condition based maintenance (CBM) of helicopter drive trains
Author
Hassan, Mohammed A. ; Coats, David ; Shin, Yong-June ; Bayoumi, Abdel E.
Author_Institution
Dept. of Electr. Eng., Univ. of South Carolina, Columbia, SC, USA
fYear
2012
fDate
13-16 May 2012
Firstpage
1456
Lastpage
1460
Abstract
This paper introduces a quadratic-nonlinearity powers-index spectrum (QNLPI(f)) measure that describes quantitatively how much of the mean square power at certain frequency f is generated by nonlinear quadratic interaction between different frequencies inside signal spectrum. The proposed index QNLPI(f) is based on the bicoherence spectrum, and the index can be simply seen as summary of the information contained in the bicoherence spectrum in two dimensional graph which makes it easier to interpret. The proposed index is studied first using computer generated data and then applied to real-world vibration data from a helicopter drive train to characterize different mechanical faults. This work advances the development of health indicators based on higher order statistics to assess fault conditions in mechanical systems.
Keywords
condition monitoring; drives; fault diagnosis; helicopters; maintenance engineering; statistics; vibrations; CBM; bicoherence spectrum; condition based maintenance; fault condition assessment; helicopter drive trains; higher order statistics; mean square power; mechanical faults; mechanical system health indicators; nonlinear quadratic interaction; quadratic nonlinearity power index spectrum; vibration; Equations; Frequency measurement; Harmonic analysis; Helicopters; Rotors; Shafts; Vibrations;
fLanguage
English
Publisher
ieee
Conference_Titel
Instrumentation and Measurement Technology Conference (I2MTC), 2012 IEEE International
Conference_Location
Graz
ISSN
1091-5281
Print_ISBN
978-1-4577-1773-4
Type
conf
DOI
10.1109/I2MTC.2012.6229264
Filename
6229264
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