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Volumn 70, Issue , 2013, Pages 441-453

A rolling bearing fault diagnosis approach based on LCD and fuzzy entropy

Author keywords

ANFIS; Fault diagnosis; Fuzzy entropy; Local characteristic scale decomposition; Rolling bearing

Indexed keywords

ADAPTIVE NEURO-FUZZY INFERENCE SYSTEM; ANFIS; FUZZY ENTROPY; INTRINSIC OSCILLATIONS; LOCAL CHARACTERISTIC-SCALE DECOMPOSITIONS; NON-STATIONARY SIGNAL ANALYSIS; ROLLING BEARING VIBRATION; ROLLING BEARINGS;

EID: 84883808644     PISSN: 0094114X     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mechmachtheory.2013.08.014     Document Type: Article
Times cited : (268)

References (25)
  • 1
    • 34047275789 scopus 로고    scopus 로고
    • Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension
    • J.Y. Yang, Y.Y. Zhang, and Y.S. Zhu Intelligent fault diagnosis of rolling element bearing based on SVMs and fractal dimension Mech. Syst. Signal Process. 21 2007 2012 2024
    • (2007) Mech. Syst. Signal Process. , vol.21 , pp. 2012-2024
    • Yang, J.Y.1    Zhang, Y.Y.2    Zhu, Y.S.3
  • 2
    • 33646519024 scopus 로고    scopus 로고
    • A roller bearing fault diagnosis method based on EMD energy entropy and ANN
    • Y. Yang, D.J. Yu, and J.S. Cheng A roller bearing fault diagnosis method based on EMD energy entropy and ANN J. Sound Vib. 294 2006 269 277
    • (2006) J. Sound Vib. , vol.294 , pp. 269-277
    • Yang, Y.1    Yu, D.J.2    Cheng, J.S.3
  • 3
    • 48749115318 scopus 로고    scopus 로고
    • A new approach to intelligent fault diagnosis of rotating machinery
    • Y.G. Lei, Z.J. He, and Y.Y. Zi A new approach to intelligent fault diagnosis of rotating machinery Expert Syst. Appl. 35 2008 1593 1600
    • (2008) Expert Syst. Appl. , vol.35 , pp. 1593-1600
    • Lei, Y.G.1    He, Z.J.2    Zi, Y.Y.3
  • 4
    • 33750528937 scopus 로고    scopus 로고
    • Approximate Entropy as a diagnostic tool for machine health monitoring
    • DOI 10.1016/j.ymssp.2006.02.009, PII S0888327006000458
    • R.Q. Yan, and R.X. Gao Approximate entropy as a diagnostic tool for machine health monitoring Mech. Syst. Signal Process. 21 2007 824 839 (Pubitemid 44667421)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.2 , pp. 824-839
    • Yan, R.1    Gao, R.X.2
  • 5
    • 77951207585 scopus 로고    scopus 로고
    • Bearing fault diagnosis using multi-scale entropy and adaptive neuro-fuzzy inference
    • L. Zhang, G.L. Xiong, and H.S. Liu Bearing fault diagnosis using multi-scale entropy and adaptive neuro-fuzzy inference Expert Syst. Appl. 37 2010 6077 6085
    • (2010) Expert Syst. Appl. , vol.37 , pp. 6077-6085
    • Zhang, L.1    Xiong, G.L.2    Liu, H.S.3
  • 7
    • 0033949457 scopus 로고    scopus 로고
    • Physiological time-series analysis using approximate entropy and sample entropy
    • J.S. Richman, and J.R. Moorman Physiological time-series analysis using approximate entropy and sample entropy Am. J. Physiol. Heart Circ. Physiol. 278 2000 2039 2049
    • (2000) Am. J. Physiol. Heart Circ. Physiol. , vol.278 , pp. 2039-2049
    • Richman, J.S.1    Moorman, J.R.2
  • 8
    • 57849119711 scopus 로고    scopus 로고
    • Measuring complexity using FuzzyEn, ApEn, and SampEn
    • W.T. Chen, J. Zhuang, and W.X. Yu Measuring complexity using FuzzyEn, ApEn, and SampEn Med. Eng. Phys. 31 2009 61 68
    • (2009) Med. Eng. Phys. , vol.31 , pp. 61-68
    • Chen, W.T.1    Zhuang, J.2    Yu, W.X.3
  • 10
    • 77952073671 scopus 로고    scopus 로고
    • A comparative study on ApEn, SampEn and their fuzzy counterparts in a multiscale framework for feature extraction
    • G.L. Xiong, L. Zhang, and H.S. Liu A comparative study on ApEn, SampEn and their fuzzy counterparts in a multiscale framework for feature extraction J. Zhejiang Univ. (Sci.) 11 4 2010 270 279
    • (2010) J. Zhejiang Univ. (Sci.) , vol.11 , Issue.4 , pp. 270-279
    • Xiong, G.L.1    Zhang, L.2    Liu, H.S.3
  • 11
    • 77249173699 scopus 로고    scopus 로고
    • Application of mother wavelet functions for automatic gear and bearing fault diagnosis
    • J. Rafiee, M.A. Rafiee, and P.W. Tse Application of mother wavelet functions for automatic gear and bearing fault diagnosis Expert Syst. Appl. 37 2010 4568 4579
    • (2010) Expert Syst. Appl. , vol.37 , pp. 4568-4579
    • Rafiee, J.1    Rafiee, M.A.2    Tse, P.W.3
  • 12
    • 2942525326 scopus 로고    scopus 로고
    • Bearing fault diagnosis based on wavelet transform and fuzzy inference
    • X.S. Lou, A. Kenneth, and Loparo Bearing fault diagnosis based on wavelet transform and fuzzy inference Mech. Syst. Signal Process. 18 2004 1077 1095
    • (2004) Mech. Syst. Signal Process. , vol.18 , pp. 1077-1095
    • Lou, X.S.1    Kenneth, A.2
  • 14
    • 80052053401 scopus 로고    scopus 로고
    • A review on Hilbert-Huang transform: Method and its applications to geophysical studies
    • N.E. Huang, and Z. Wu A review on Hilbert-Huang transform: method and its applications to geophysical studies Adv. Adapt. Data Anal. 1 2009 1 23
    • (2009) Adv. Adapt. Data Anal. , vol.1 , pp. 1-23
    • Huang, N.E.1    Wu, Z.2
  • 16
    • 84862540801 scopus 로고    scopus 로고
    • An order tracking technique for the gear fault diagnosis using local mean decomposition method
    • J. Cheng, K. Zhang, and Y. Yang An order tracking technique for the gear fault diagnosis using local mean decomposition method Mech. Mach. Theory 55 2012 67 76
    • (2012) Mech. Mach. Theory , vol.55 , pp. 67-76
    • Cheng, J.1    Zhang, K.2    Yang, Y.3
  • 17
    • 80054976663 scopus 로고    scopus 로고
    • Application of local mean decomposition to the surveillance and diagnostics of low-speed helical gearbox
    • Y. Wang, Z. He, and J. Xiang Application of local mean decomposition to the surveillance and diagnostics of low-speed helical gearbox Mech. Mach. Theory 47 2012 62 73
    • (2012) Mech. Mach. Theory , vol.47 , pp. 62-73
    • Wang, Y.1    He, Z.2    Xiang, J.3
  • 18
    • 36349007672 scopus 로고    scopus 로고
    • Intrinsic time-scale decomposition: Time-frequency-energy analysis and real-time filtering of non-stationary signals
    • M.G. Frei, and I. Osorio Intrinsic time-scale decomposition: time-frequency-energy analysis and real-time filtering of non-stationary signals Proc. R. Soc. A. Math. Phys. Sci. Eng. 463 2007 321 342
    • (2007) Proc. R. Soc. A. Math. Phys. Sci. Eng. , vol.463 , pp. 321-342
    • Frei, M.G.1    Osorio, I.2
  • 19
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference system
    • J.R. Jang ANFIS: adaptive-network-based fuzzy inference system IEEE Trans. Syst. Man Cybern. 23 3 1993 665 685
    • (1993) IEEE Trans. Syst. Man Cybern. , vol.23 , Issue.3 , pp. 665-685
    • Jang, J.R.1
  • 20
    • 34247623520 scopus 로고    scopus 로고
    • Adaptive neuro-fuzzy inference system (ANFIS): A new approach to predictive modeling in QSAR applications: A study of neuro-fuzzy modeling of PCP-based NMDA receptor antagonists
    • DOI 10.1016/j.bmc.2007.03.065, PII S0968089607002568
    • E. Buyukbingol, A. Sisman, and M. Akyildiz Adaptive neuro-fuzzy inference system (ANFIS): a new approach to predictive modeling in QSAR applications: A study of neuro-fuzzy modeling of PCP-based NMDA receptor antagonists Bioorg. Med. Chem. 15 2007 4265 4282 (Pubitemid 46678830)
    • (2007) Bioorganic and Medicinal Chemistry , vol.15 , Issue.12 , pp. 4265-4282
    • Buyukbingol, E.1    Sisman, A.2    Akyildiz, M.3    Alparslan, F.N.4    Adejare, A.5
  • 21
    • 33747100681 scopus 로고    scopus 로고
    • The local mean decomposition and its application to EEG perception data [J]
    • J.S. Smith The local mean decomposition and its application to EEG perception data [J] J. R. Soc. Interface 2 5 2005 443 454
    • (2005) J. R. Soc. Interface , vol.2 , Issue.5 , pp. 443-454
    • Smith, J.S.1
  • 22
    • 80052031944 scopus 로고    scopus 로고
    • An approach based on ANFIS input selection and modeling for supplier selection problem
    • Ali Fuat Güneri, Tijen Ertay, and Atakan Yücel An approach based on ANFIS input selection and modeling for supplier selection problem Expert Syst. Appl. 38 2011 14907 14917
    • (2011) Expert Syst. Appl. , vol.38 , pp. 14907-14917
    • Fuat Güneri, A.1    Ertay, T.2    Yücel, A.3
  • 23
    • 33845388316 scopus 로고    scopus 로고
    • Application of support vector regression machines to the processing of end effects of Hilbert-Huang transform
    • DOI 10.1016/j.ymssp.2005.09.005, PII S0888327005001445
    • J. Cheng, D. Yu, and Y. Yang Application of support vector regression machines to the processing of end effects of Hilbert-Huang transform Mech. Syst. Signal Process. 21 3 2007 1197 1211 (Pubitemid 44909380)
    • (2007) Mechanical Systems and Signal Processing , vol.21 , Issue.3 , pp. 1197-1211
    • Cheng, J.1    Yu, D.2    Yang, Y.3
  • 24
    • 34548047685 scopus 로고    scopus 로고
    • Cosine window-based boundary processing method for EMD and its application in rubbing fault diagnosis
    • K.Y. Qi, Z.J. He, and Y.Y. Zi Cosine window-based boundary processing method for EMD and its application in rubbing fault diagnosis Mech. Syst. Signal Process. 21 2007 2750 2760
    • (2007) Mech. Syst. Signal Process. , vol.21 , pp. 2750-2760
    • Qi, K.Y.1    He, Z.J.2    Zi, Y.Y.3
  • 25
    • 31044443577 scopus 로고    scopus 로고
    • Research on the intrinsic mode function (IMF) criterion in EMD method
    • J. Cheng, D. Yu, and Y. Yang Research on the intrinsic mode function (IMF) criterion in EMD method Mech. Syst. Signal Process. 20 2006 817 824
    • (2006) Mech. Syst. Signal Process. , vol.20 , pp. 817-824
    • Cheng, J.1    Yu, D.2    Yang, Y.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.