DocumentCode :
2037707
Title :
Rub-impact fault diagnosis of rotating machinery based on Hilbert-Huang transform
Author :
Yan Zhao ; Enshu Liu ; Junchao Zhu ; Baofeng Zhang ; Juan Wang ; Huan Tian
Author_Institution :
Tianjin Key Lab. for Control Theor. & Applic. in Complicated Syst., Tianjin Univ. of Technol., Tianjin, China
fYear :
2015
fDate :
2-5 Aug. 2015
Firstpage :
32
Lastpage :
36
Abstract :
The rub-impact fault is one of the important faults of the rotating machinery. The rub-impact fault signal may be nonlinear and non-stationary. The Hilbert-Huang transform (HHT) is based on time-frequency signal processing technology, which is suitable for nonlinear and non-stationary signals. In this paper, the HHT transform is used to analyze the time-frequency characteristic of the rub-impact fault signal of a rotor test rig. The velocity sensor is used to measure the vibration signal of the rub-impact fault rotor. The experimental result shows that the HHT transform can effectively detect the rub-impact fault of the rotor, which implies great potential of the HHT transform in the fault diagnosis of rotor system.
Keywords :
Hilbert transforms; abrasion; fault diagnosis; impact (mechanical); rotors (mechanical); time-frequency analysis; turbomachinery; vibration measurement; vibrational signal processing; HHT transform; Hilbert-Huang transform; nonlinear rub-impact fault signal; nonstationary rub-impact fault signal; rotating machinery; rotor test rig; rub-impact fault detection; rub-impact fault diagnosis; rub-impact fault rotor; time-frequency characteristic; time-frequency signal processing technology; velocity sensor; vibration signal measurement; Fault diagnosis; Rotors; Signal processing; Time-frequency analysis; Transforms; Vibrations; Fault Diagnosis; Hilbert-Huang Transform (HHT); Rotating Machinery; Time-frequency Analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Mechatronics and Automation (ICMA), 2015 IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4799-7097-1
Type :
conf
DOI :
10.1109/ICMA.2015.7237452
Filename :
7237452
Link To Document :
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