A new approach to diagnose rolling bearing faults based on AFD

Lecture Notes in Electrical Engineering

Volumn 288 LNEE, Issue VOL. 2, 2014, Pages 573-582

  Liang, Yu ^a   Jia, Li Min ^a   Cai, Guo Qiang ^a   Liu, Jin Zhao ^b  

^a BEIJING JIAOTONG UNIVERSITY   (China)

^b CHINA ACADEMY OF RAILWAY SCIENCES CORPORATION LIMITED   (China)

Author keywords

Adaptive Fourier decomposition; Fault diagnosis; Mono component; Resonant demodulation

Indexed keywords

BANDPASS FILTERS; FAILURE ANALYSIS; HIGHER ORDER STATISTICS; RAILROADS; ROLLER BEARINGS; BEARINGS (MACHINE PARTS); FUZZY FILTERS;

ADAPTIVE FOURIER DECOMPOSITIONS; BEARING VIBRATIONS; CLUSTER CENTERS; DEMODULATED RESONANCE TECHNIQUE; FAULT DIAGNOSIS METHOD; FUZZY C MEAN CLUSTERING (FCM); MONO-COMPONENT; ROLLING BEARINGS;

BEARINGS (MACHINE PARTS); FAULT DETECTION;

EID: 84906698351     PISSN: 18761100     EISSN: 18761119     Source Type: Book Series    
DOI: 10.1007/978-3-642-53751-6_61     Document Type: Conference Paper

References (11)

1. Howard I (1994) A review of rolling element bearing vibration "detection, diagnosis and prognosis". Melbourne, Victoria 3001 Australia. DSTO aeronautical and maritime research laboratory
2. Cheng JS, Yu DJ, Yang Y (2005) Time-energy density analysis based on wavelet transform. NDT E Int 38:569-572
3. Peng ZK, Peter TW, Chu FL (2005) An improved Hilbert-Huang transform and its application in vibration signal analysis. J Sound Vib 286:187-205
4. Huang NE, Shen Z, Long SR et al (1998) The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis. Proc R Soc Lond 454:903-995
5. Gai GH (2006) The processing of rotor startup signals based on empirical mode decomposition. Mech Syst Sig Proc 20:222-235
6. Wang WY (2001) Early detection of gear tooth cracking using the resonance demodulation technique. Mech Syst Sig Process 15(5):887-903
7. Tang DY (2006) Generalized resonance. resonant demodulation fault diagnosis and safety engineering-for railway. China railway press
8. Qian T, Wang YB (2011) Adaptive decomposition into basic signals of non-negative instantaneous frequencies-a variation and realization of greedy algorithm. Adv Comput Math 34(3):279-293
9. Qian T, Zhang LM, Li ZX (2011) Algorithm of adaptive fourier decomposition. IEEE Trans Sig Process 59(12):5899-5906
10. Qian T, Wang YB, Dang P Adaptive decomposition into mono-components. Adv Adapt Data Anal. doi: 10.1142/S1793536909000278
11. Bozchalooi IS, Liang M (2008) A joint resonance frequency estimation and in-band noise reduction method for enhancing the detectability of bearing fault signals. Mech Syst Sig Process 22:915-933