메뉴 건너뛰기




Volumn 135, Issue 5, 2013, Pages

A joint kurtosis-based adaptive bandstop filtering and iterative autocorrelation approach to bearing fault detection

Author keywords

Adaptive bandstop filtering; Fault detection; Interference removal; Iterative autocorrelation; Kurtosis; Rolling element bearing

Indexed keywords

ADAPTIVE FILTERING; ADAPTIVE FILTERS; FAULT DETECTION; HIGHER ORDER STATISTICS; ITERATIVE METHODS; NATURAL FREQUENCIES; NOTCH FILTERS; ROLLER BEARINGS; SIGNAL TO NOISE RATIO;

EID: 84881292566     PISSN: 10489002     EISSN: 15288927     Source Type: Journal    
DOI: 10.1115/1.4024610     Document Type: Article
Times cited : (12)

References (24)
  • 1
    • 0037302970 scopus 로고    scopus 로고
    • Basic vibration signal processing for bearing fault detection
    • McInerny, S. A., and Dai, Y., 2003, "Basic Vibration Signal Processing for Bearing Fault Detection," IEEE Trans. Educ., 46, pp. 149-156.
    • (2003) IEEE Trans. Educ. , vol.46 , pp. 149-156
    • McInerny, S.A.1    Dai, Y.2
  • 2
    • 39649087791 scopus 로고    scopus 로고
    • A joint resonance frequency estimation and in-band noise reduction method for enhancing the detectability of bearing fault signals
    • DOI 10.1016/j.ymssp.2007.10.006, PII S0888327007002014
    • Bozchalooi, I. S., and Liang, M., 2008, "A Joint Resonance Frequency Estimation and In-Band Noise Reduction Method for Enhancing the Detectability of Bearing Fault Signals," Mech. Syst. Signal Process., 22, pp. 915-933. (Pubitemid 351289018)
    • (2008) Mechanical Systems and Signal Processing , vol.22 , Issue.4 , pp. 915-933
    • Bozchalooi, I.S.1    Liang, M.2
  • 3
    • 70350688111 scopus 로고    scopus 로고
    • Parameter-free bearing fault detection based on maximum likelihood estimation and differentiation
    • Bozchalooi. I. S., and Liang, M., 2009, "Parameter-Free Bearing Fault Detection Based on Maximum Likelihood Estimation and Differentiation, " Meas. Sci. Technol., 20, p. 065102.
    • (2009) Meas. Sci. Technol. , vol.20 , pp. 065102
    • Bozchalooi, I.S.1    Liang, M.2
  • 4
    • 77953138124 scopus 로고    scopus 로고
    • An energy operator approach to joint application of amplitude and frequency-demodulations for bearing fault detection
    • Liang, M., and Bozchalooi, I. S., 2010, "An Energy Operator Approach to Joint Application of Amplitude and Frequency-Demodulations for Bearing Fault Detection," Mech. Syst. Signal Process., 24, pp. 1473-1494.
    • (2010) Mech. Syst. Signal Process. , vol.24 , pp. 1473-1494
    • Liang, M.1    Bozchalooi, I.S.2
  • 5
    • 0041880035 scopus 로고    scopus 로고
    • Gearbox fault diagnosis using adaptive wavelet filter
    • Lin, J., and Zuo, M., 2003, "Gearbox Fault Diagnosis Using Adaptive Wavelet Filter," Mech. Syst. Signal Process., 17, pp. 1259-1269.
    • (2003) Mech. Syst. Signal Process. , vol.17 , pp. 1259-1269
    • Lin, J.1    Zuo, M.2
  • 6
    • 33644547646 scopus 로고    scopus 로고
    • Wavelet filter-based weak signature detection method and its application on rolling element bearing prognosis
    • Qiu, H., Lee, J., Lin, J., and Yu, G., 2006, "Wavelet Filter-Based Weak Signature Detection Method and Its Application on Rolling Element Bearing Prognosis," J. Sound Vib., 289, pp. 1066-1090.
    • (2006) J. Sound Vib. , vol.289 , pp. 1066-1090
    • Qiu, H.1    Lee, J.2    Lin, J.3    Yu, G.4
  • 7
    • 34548616369 scopus 로고    scopus 로고
    • A smoothness index-guided approach to wavelet parameter selection in signal de-noising and fault detection
    • DOI 10.1016/j.jsv.2007.07.038, PII S0022460X07005871
    • Bozchalooi, I. S., and Liang, M., 2007, "A Smoothness Index-Guided Approach to Wavelet Parameter Selection in Signal De-Noising and Fault Detection," J. Sound Vib., 308, pp. 246-267. (Pubitemid 47404576)
    • (2007) Journal of Sound and Vibration , vol.308 , Issue.1-2 , pp. 246-267
    • Bozchalooi, I.S.1    Liang, M.2
  • 8
    • 70350426577 scopus 로고    scopus 로고
    • Detection of generalized-roughness bearing fault by spectral-kurtosis energy of vibration or current signals
    • Immovilli, F., Cocconcelli, M., Bellini, A., and Rubini, R., 2009, "Detection of Generalized-Roughness Bearing Fault by Spectral-Kurtosis Energy of Vibration or Current Signals," IEEE Trans. Ind. Electron., 56, pp. 4710-4717.
    • (2009) IEEE Trans. Ind. Electron. , vol.56 , pp. 4710-4717
    • Immovilli, F.1    Cocconcelli, M.2    Bellini, A.3    Rubini, R.4
  • 9
    • 58049188515 scopus 로고    scopus 로고
    • Optimal filtering of gear signals for early damage detection based on the spectral kurtosis
    • Combet, F., and Gelman, L., 2009, "Optimal Filtering of Gear Signals for Early Damage Detection Based on the Spectral Kurtosis," Mech. Syst. Signal Process., 23, pp. 652-668.
    • (2009) Mech. Syst. Signal Process. , vol.23 , pp. 652-668
    • Combet, F.1    Gelman, L.2
  • 10
    • 27744587461 scopus 로고    scopus 로고
    • The spectral kurtosis: A useful tool for characterising non-stationary signals
    • DOI 10.1016/j.ymssp.2004.09.001, PII S0888327004001517
    • Antoni, J., 2006, "The Spectral Kurtosis: A Useful Tool for Characterizing Non-Stationary Signals," Mech. Syst. Signal Process., 20, pp. 282-307. (Pubitemid 41606170)
    • (2006) Mechanical Systems and Signal Processing , vol.20 , Issue.2 , pp. 282-307
    • Antoni, J.1
  • 11
    • 79953874236 scopus 로고    scopus 로고
    • An adaptive sk technique and its application for fault detection of rolling element bearings
    • Wang, Y. X., and Liang, M., 2010, "An Adaptive SK Technique and Its Application for Fault Detection of Rolling Element Bearings," Mech. Syst. Signal Process., 25, pp. 1750-1764.
    • (2010) Mech. Syst. Signal Process. , vol.25 , pp. 1750-1764
    • Wang, Y.X.1    Liang, M.2
  • 12
    • 0029307534 scopus 로고
    • De-noising by soft-Thresholding
    • Donoho, D. L., 1995, "De-Noising by Soft-Thresholding," IEEE Trans. Inf. Theory, 41, pp. 613-627.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 13
    • 0041958932 scopus 로고
    • Ideal spatial adaptation via wavelet shrinkage
    • Donoho, D. L., and Johnstone, I. M., 1994, "Ideal Spatial Adaptation Via Wavelet Shrinkage," Biometrika, 81, pp. 425-455.
    • (1994) Biometrika , vol.81 , pp. 425-455
    • Donoho, D.L.1    Johnstone, I.M.2
  • 14
    • 5044252073 scopus 로고    scopus 로고
    • Robust performance degradation assessment methods for enhanced rolling element bearing prognostics
    • Qiu, H., Lee, J., Lin, J., and Yu, G., 2003, "Robust Performance Degradation Assessment Methods for Enhanced Rolling Element Bearing Prognostics," Adv. Eng. Inf., 17, pp. 127-140.
    • (2003) Adv. Eng. Inf. , vol.17 , pp. 127-140
    • Qiu, H.1    Lee, J.2    Lin, J.3    Yu, G.4
  • 15
    • 3943106191 scopus 로고    scopus 로고
    • Mechanical fault detection based on the wavelet de-noising technique
    • Lin, J., Zuo, M., and Fyfe, K., 2004, "Mechanical Fault Detection Based on the Wavelet De-Noising Technique," ASME J. Vibr. Acoust., 126, pp. 9-16.
    • (2004) ASME J. Vibr. Acoust. , vol.126 , pp. 9-16
    • Lin, J.1    Zuo, M.2    Fyfe, K.3
  • 16
    • 63449084621 scopus 로고    scopus 로고
    • Use of autocorrelation of wavelet coefficients for fault diagnosis
    • Rafieea, J., and Tse, P. W., 2009, "Use of Autocorrelation of Wavelet Coefficients for Fault Diagnosis," Mech. Syst. Signal Process., 23, pp. 1554-1572.
    • (2009) Mech. Syst. Signal Process. , vol.23 , pp. 1554-1572
    • Rafieea, J.1    Tse, P.W.2
  • 18
    • 0141896625 scopus 로고    scopus 로고
    • Research on performance of suppressing noise by cyclic auto-correlation function
    • Wang, Y., Jin, L., Yao, M., and Yin, Q., 1999, "Research on Performance of Suppressing Noise by Cyclic Auto-Correlation Function," J. Data Acquis. Process., 14, pp. 148-152.
    • (1999) J. Data Acquis. Process. , vol.14 , pp. 148-152
    • Wang, Y.1    Jin, L.2    Yao, M.3    Yin, Q.4
  • 19
    • 8644273290 scopus 로고    scopus 로고
    • Estimation of sinusoidal parameters in powerful noise by multi-layer autocorrelation
    • Li, Y. B., Yue, X., and Yang, X. Y., 2004, "Estimation of Sinusoidal Parameters in Powerful Noise by Multi-Layer Autocorrelation," J. Harbin Eng. Univ., 25, pp. 525-528.
    • (2004) J. Harbin Eng. Univ. , vol.25 , pp. 525-528
    • Li, Y.B.1    Yue, X.2    Yang, X.Y.3
  • 22
    • 0031271384 scopus 로고    scopus 로고
    • Crest factor and kurtosis contributions to identify defects inducing periodical impulsive forces
    • Pachaud, C., Salvetat, R., and Fray, C., 1997, "Crest Factor and Kurtosis Contributions to Identify Defects Inducing Periodical Impulsive Forces," Mech. Syst. Signal Process., 11, pp. 903-916. (Pubitemid 127376011)
    • (1997) Mechanical Systems and Signal Processing , vol.11 , Issue.6 , pp. 903-916
    • Pachaud, C.1    Salvetat, R.2    Fray, C.3
  • 23
    • 84976770666 scopus 로고
    • Note on a lower bound of the linear complexity of the fast fourier transform
    • Morgenstern, J., 1973, "Note on a Lower Bound of the Linear Complexity of the Fast Fourier Transform," J. ACM, 20, pp. 305-306.
    • (1973) J. ACM , vol.20 , pp. 305-306
    • Morgenstern, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.