Application acoustic emission and empirical mode decomposition to faults diagnosis of bearing

Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering

Volumn 26, Issue 15, 2006, Pages 124-128

  Li, Hui ^a   Zheng, Hai Qi ^b   Tang, Li Wei ^b  

^a SHIJIAZHUANG TIEDAO UNIVERSITY   (China)

^b ORDNANCE ENGINEERING COLLEGE   (China)

Author keywords

Acoustic emission; Bearing; Empirical mode decomposition; Envelope spectrum analysis; Faults diagnosis

Indexed keywords

ACOUSTIC EMISSIONS; DATA PROCESSING; SPECTRUM ANALYSIS;

EMPIRICAL MODE DECOMPOSITION (EMD); ENVELOPE SPECTRUM ANALYSIS; FAULTS DIAGNOSIS;

BEARINGS (MACHINE PARTS);

EID: 33749010051     PISSN: 02588013     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (19)

1. Bai Shihong, Sun Bin. Diagnosis of gearbox fault by using envelope[J]. Journal of Shenyang Institute aeronautical Engineering, 2000, 17(4): 1-2 (in Chinese).
2. Li Hui, Zheng Haiqi, Tang Liwei. Study on faults diagnosis of bearing based on EMD and envelope spectrum[J]. Journal of Hebei University of Technology, 2005, 34(1): 11-15 (in Chinese).
3. Huang N E, Shen Z, Long S R, et al. The empirical mode decomposition and the hilbert spectrum for nonlinear and nonstationary time series analysis[J]. Proceedings of the Royal Society of London, 1998, 454: 903-995.
4. Huang W, Shen Z, Huang N E, et al. Nonlinear indicial response of complex nonstationary oscillations as pulmonary hypertension responding to step hypoxia[J]. Proceedings of the National Academy of Sciences, 1999, 96(5): 1834-1839.
5. Huang W, Shen Z, Huang N E, et al. Engineering analysis of biological variables: an example of blood pressure over one day[J]. Proceedings of the National Acadademy of Sciences, 1998, 95(9): 4816-4821.
6. Huang W, Shen Z, Huang N E, et al. Engineering analysis of intrinsic mode and indicial response in biology: the transient response of pulmonary blood pressure to step hypoxia and step recovery[J]. Proceedings of the National Academy of Science, 1998, 95(22): 12766-12771.
7. Huang N E, Shen Z, Long S R. A new view of nonlinear water waves: the Hilbert spectrum[J]. Annual Review of Fluid Mechanics, 1999, (31): 417-457.
8. Wang Liping, Koblinsky C, Howden S, et al. Interannual variability in the south china sea from expendable bathythermograph data[J]. Journal of Geophysical Research, 1999, 104(23): 509-523.
9. Wu M L, Schubert S, Huang N E. The development of the south asian summer monsoon and the intraseasonal oscillation[J]. Journal of Climate, 1999, 12(7): 2054-2075.
10. Datig M, Schlurmann T. Performance and limitations of the hilberthuang transformation (HHT) with an application to irregular water waves[J]. Ocean Engineering, 2004, 31(14): 1783-1834.
11. Li Hui, Zheng Haiqi, Tang Liwei. Based on EMD and wigner-ville distribution for faults diagnosis of bearing[J]. Journal of Shijiazhuang Railway Institute, 2005, 18(2): 10-14 (in Chinese).
12. Yang Shixi, Hu Jingsong, Wu Zhaotong, et al. The comparison of vibration signals' time-frequency analysis between EMD based HTand WT method in rotating machinery[J]. Proceedings of the CSEE, 2003, 123(6): 102-107 (in Chinese).
13. Ma Xiaojiang, Wang Fengli, Cai Yue, et al. Application of local wave time-frequency distribution to early faults diagnosis of rotor system[J]. Proceedings of the CSEE, 2004, 24(3): 162-165 (in Chinese).
14. Luo Zhonghui, Xue Xiaoning, Wang Xiaozhen, et al. Study on the method of incipient motor bearing fault diagnosis based on wavelet transform and EMD[J]. Proceedings of the CSEE, 2005, 25(14): 125-129 (in Chinese).
15. Niu Faliang, Huang Jin, Yang Jiaqiang, et al. Rotor broken-bar fault diagnosis of induction motor based on Hilbert-Huang transformation of the startup electromagnetic torque[J]. Proceedings of the CSEE, 2005, 25(11): 107-112 (in Chinese).
16. Feng Zhipeng, Chu Fulei. Transient hydraulic pressure fluctuation signal analysis of hydroturbine based on Hilbert-Huang transform[J]. Proceedings of the CSEE, 2005, 25(10): 111-115 (in Chinese).
17. Hao Zhihua, Ma Xiaojiang. Local wave method and independent component analysis and its application for rotor system in fault diagnosis[J]. Proceedings of the CSEE, 2005, 25(3): 84-88 (in Chinese).
18. Li H, Zheng H Q, Tang L W. Hilbert-Huang transform and its application in gear faults diagnosis[J]. Key Engineering Material, 2005, 291-292: 655-660.