TY - GEN
T1 - Quadratic-nonlinearity power-index spectrum and its application in condition based maintenance (CBM) of helicopter drive trains
AU - Hassan, Mohammed A.
AU - Coats, David
AU - Shin, Yong June
AU - Bayoumi, Abdel E.
PY - 2012
Y1 - 2012
N2 - This paper introduces a quadratic-nonlinearity powers-index spectrum (QNLPI()) measure that describes quantitatively how much of the mean square power at certain frequency is generated by nonlinear quadratic interaction between different frequencies inside signal spectrum. The proposed index QNLPI() 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.
AB - This paper introduces a quadratic-nonlinearity powers-index spectrum (QNLPI()) measure that describes quantitatively how much of the mean square power at certain frequency is generated by nonlinear quadratic interaction between different frequencies inside signal spectrum. The proposed index QNLPI() 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.
UR - http://www.scopus.com/inward/record.url?scp=84864184144&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84864184144&partnerID=8YFLogxK
U2 - 10.1109/I2MTC.2012.6229264
DO - 10.1109/I2MTC.2012.6229264
M3 - Conference contribution
AN - SCOPUS:84864184144
SN - 9781457717710
T3 - 2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings
SP - 1456
EP - 1460
BT - 2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings
T2 - 2012 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2012
Y2 - 13 May 2012 through 16 May 2012
ER -