DocumentCode :
1986257
Title :
Rolling bearings fault diagnosis based on energy operator demodulation approach
Author :
Lin, Ruizhong ; Zhu, Shanan ; Wu, Helei ; Zheng, Jianfeng
Author_Institution :
Inst. of Electr. Autom., Zhejiang Univ., Hangzhou, China
Volume :
4
fYear :
2002
fDate :
2002
Firstpage :
2723
Abstract :
The Hilbert transfer is usually used for demodulated resonance analysis (DRA). But in this paper an energy operator demodulation method (EODM) is used for DRA to extract features of rolling bearings for fault diagnosis. The principle of DRA is first introduced. Then the energy operator and EODM are discussed in detail. Finally, experiments on 406 rolling bearings are carried out to analyze the high-frequency resonance signal with EODM. The results show that EODM is an effective method in rolling bearing fault diagnosis.
Keywords :
amplitude modulation; band-pass filters; condition monitoring; demodulation; fault diagnosis; filtering theory; frequency modulation; mechanical engineering; signal processing; vibrations; energy operator demodulation approach; features extraction; high-frequency resonance signal; rolling bearings fault diagnosis; Band pass filters; Demodulation; Digital filters; Fault detection; Fault diagnosis; Frequency; Resonance; Rolling bearings; Signal analysis; Vibration measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
Type :
conf
DOI :
10.1109/WCICA.2002.1020012
Filename :
1020012
Link To Document :
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