메뉴 건너뛰기




Volumn 60, Issue 4, 2011, Pages 511-518

Intelligent diagnosis method for rolling element bearing faults using possibility theory and neural network

Author keywords

Centrifugal blower; Fault diagnosis; Neural network; Possibility theory; Rolling element bearing

Indexed keywords

BEARING FAULT; CENTRIFUGAL BLOWER; CERTAINTY FACTORS; CHARACTERISTICS OF VIBRATIONS; FAULT DIAGNOSIS; FAULT TYPES; FREQUENCY DOMAINS; INTELLIGENT DIAGNOSIS METHODS; POSSIBILITY THEORY; ROLLING BEARINGS; ROLLING ELEMENT BEARING; SEQUENTIAL DIAGNOSIS; SYMPTOM PARAMETERS; VIBRATION SIGNAL;

EID: 79952630284     PISSN: 03608352     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.cie.2010.12.004     Document Type: Article
Times cited : (114)

References (27)
  • 2
    • 0345512552 scopus 로고
    • Probability function for random processes: Prediction of peak, fatigue damage, and catastrophic failure
    • Bendat, J. S. (1969). Probability function for random processes: Prediction of peak, fatigue damage, and catastrophic failure. NASA Report CR-33.
    • (1969) NASA Report CR-33
    • Bendat, J.S.1
  • 3
    • 0031688283 scopus 로고    scopus 로고
    • Slope instability zonation: A comparison between certainty factor and fuzzy Dempster-Shafer approaches
    • DOI 10.1023/A:1008001724538
    • E. Binaghi, L. Luzi, P. Madella, F. Pergalani, and A. Rampint Slope instability zonation: A comparison between certainty factor and fuzzy dempster-shafer approaches Natural Hazards 17 1998 77 97 (Pubitemid 28463484)
    • (1998) Natural Hazards , vol.17 , Issue.1 , pp. 77-97
    • Binaghi, E.1    Luzi, L.2    Madella, P.3    Pergalani, F.4    Rampini, A.5
  • 5
    • 0030214124 scopus 로고    scopus 로고
    • Handling uncertainty with possibility theory and fuzzy sets in a satellite fault diagnosis application
    • PII S1063670696056214
    • D. Cayrac, D. Dubois, and H. Prade Handling uncertainty with possibility theory and fuzzy sets in a satellite fault diagnosis application IEEE Transactions on Fuzzy Systems 4 3 1996 251 269 (Pubitemid 126777744)
    • (1996) IEEE Transactions on Fuzzy Systems , vol.4 , Issue.3 , pp. 251-269
    • Cayrac, D.1    Dubois, D.2    Prade, H.3
  • 6
    • 79952625514 scopus 로고    scopus 로고
    • Sequential diagnosis method for plant machinery by statistical tests and possibility theory
    • P. Chen, F. Feng, and T. Toyota Sequential diagnosis method for plant machinery by statistical tests and possibility theory Journal of reliability engineering association of Japan 24 4 2002 313 322
    • (2002) Journal of Reliability Engineering Association of Japan , vol.24 , Issue.4 , pp. 313-322
    • Chen, P.1    Feng, F.2    Toyota, T.3
  • 7
  • 10
    • 0035618193 scopus 로고    scopus 로고
    • Possibility theory, probability theory and multiple-valued logics: A clarification
    • Didier Dubois, and Henri Prade Possibility theory, probability theory and multiple-valued logics: A clarification Annals of Mathematics and Artificial Intelligence 32 2001 35 66
    • (2001) Annals of Mathematics and Artificial Intelligence , vol.32 , pp. 35-66
    • Dubois, D.1    Prade, H.2
  • 13
    • 0032676070 scopus 로고    scopus 로고
    • On the selection of informative wavelets for machinery diagnosis
    • B. Liu, and S.-F. Ling On the selection of informative wavelets for machinery diagnosis Mechanical Systems and Signal Processing 13 1999 145 162
    • (1999) Mechanical Systems and Signal Processing , vol.13 , pp. 145-162
    • Liu, B.1    Ling, S.-F.2
  • 14
    • 2942525326 scopus 로고    scopus 로고
    • Bearing fault diagnosis based on wavelet transform and fuzzy inference
    • Xinsheng Lou, and A. Loparo Kenneth bearing fault diagnosis based on wavelet transform and fuzzy inference Mechanical Systems and Signal Processing 18 2004 1077 1095
    • (2004) Mechanical Systems and Signal Processing , vol.18 , pp. 1077-1095
    • Lou, X.1    Loparo Kenneth, A.2
  • 15
    • 0035506070 scopus 로고    scopus 로고
    • Certainty-factor-like structures in Bayesian belief networks
    • DOI 10.1016/S0950-7051(00)00073-3, PII S0950705100000733
    • P.J.F. Lucas Certainty-factor-like structures in Bayesian belief networks Knowledge-Based systems 14 2001 327 335 (Pubitemid 33089196)
    • (2001) Knowledge-Based Systems , vol.14 , Issue.7 , pp. 327-335
    • Lucas, P.J.F.1
  • 16
    • 0031142164 scopus 로고    scopus 로고
    • Real-time classification of the rotating shaft loading conditions using artificial neural networks
    • A.C. McCormick, and A.K. Nandi Real-time classification of the rotating shaft loading conditions using artificial neural networks IEEE Transactions on Neural Networks 8 1997 748 756
    • (1997) IEEE Transactions on Neural Networks , vol.8 , pp. 748-756
    • McCormick, A.C.1    Nandi, A.K.2
  • 17
    • 55449086893 scopus 로고    scopus 로고
    • Fault diagnosis and condition surveillance for plant rotating machinery using partially-linearized neural network'
    • T. Mitoma, H. Wang, and P. Chen Fault diagnosis and condition surveillance for plant rotating machinery using partially-linearized neural network' Computers & Industrial Engineering 55 4 2008 783 794
    • (2008) Computers & Industrial Engineering , vol.55 , Issue.4 , pp. 783-794
    • Mitoma, T.1    Wang, H.2    Chen, P.3
  • 19
    • 0042129889 scopus 로고    scopus 로고
    • Testing the descriptive validity of possibility theory in human judgments of uncertainty
    • Eric Raufaste, Rui da Silva Neves, and M. Claudette Testing the descriptive validity of possibility theory in human judgments of uncertainty Artificial Intelligence 148 2003 197 218
    • (2003) Artificial Intelligence , vol.148 , pp. 197-218
    • Raufaste, E.1    Silva Da, N.R.2    Claudette, M.3
  • 20
    • 29444460051 scopus 로고    scopus 로고
    • Artificial neural networks and genetic algorithm for bearing fault detection
    • DOI 10.1007/s00500-005-0481-0
    • B. Samanta, K.R. Al-Balushi, and S.A. Al-Araimi Artificial neural networks and genetic algorithm for bearing fault detection Soft Computing 10 3 2006 264 271 (Pubitemid 43008740)
    • (2006) Soft Computing , vol.10 , Issue.3 , pp. 264-271
    • Samanta, B.1    Al-Balushi, K.R.2    Al-Araimi, S.A.3
  • 21
    • 29544451105 scopus 로고    scopus 로고
    • Learning polynomial networks for classification of clinical electroencephalograms
    • DOI 10.1007/s00500-005-0499-3
    • V. Schetinin, and J. Schult Learning polynomial networks for classification of clinical electroencephalograms Soft Computing 10 4 2006 397 403 (Pubitemid 43013311)
    • (2006) Soft Computing , vol.10 , Issue.4 , pp. 397-403
    • Schetinin, V.1    Schult, J.2
  • 22
    • 63049092274 scopus 로고    scopus 로고
    • Intelligent diagnosis method for a centrifugal pump using features of vibration signals
    • H. Wang, and Peng Chen Intelligent diagnosis method for a centrifugal pump using features of vibration signals Neural Computing & Applications 18 2009 397 405
    • (2009) Neural Computing & Applications , vol.18 , pp. 397-405
    • Wang, H.1    Chen, P.2
  • 24
    • 33646519024 scopus 로고    scopus 로고
    • A roller bearing fault diagnosis method based on EMD energy entropy and ANN
    • Yu Yang, Yu Dejie, and Cheng Junsheng A roller bearing fault diagnosis method based on EMD energy entropy and ANN Journal of Sound and Vibration 294 2006 269 277
    • (2006) Journal of Sound and Vibration , vol.294 , pp. 269-277
    • Yang, Y.1    Dejie, Y.2    Junsheng, C.3
  • 25
    • 4344678288 scopus 로고    scopus 로고
    • Fault diagnosis of rolling element bearings using basis pursuit
    • Hongyu Yang, Joseph Mathew, and Lin Ma Fault diagnosis of rolling element bearings using basis pursuit Mechanical Systems and Signal Processing 19 2 2005 341 356
    • (2005) Mechanical Systems and Signal Processing , vol.19 , Issue.2 , pp. 341-356
    • Yang, H.1    Mathew, J.2    Ma, L.3
  • 26
    • 0037246326 scopus 로고    scopus 로고
    • The application of advanced signal processing techniques to induction motor bearing condition diagnosis
    • D.M. Yang, A.F. Stronach, and P. MacConnell The application of advanced signal processing techniques to induction motor bearing condition diagnosis Meccanica 38 2 2003 297 308
    • (2003) Meccanica , vol.38 , Issue.2 , pp. 297-308
    • Yang, D.M.1    Stronach, A.F.2    MacConnell, P.3
  • 27
    • 0005013141 scopus 로고    scopus 로고
    • Fuzzy sets as a basis for a theory of possibility
    • L.A. Zadeh Fuzzy sets as basis for a theory of possibility Fuzzy Sets and Systems 100 Supplement 1999 9 34 (Pubitemid 129682569)
    • (1999) Fuzzy Sets and Systems , vol.100 , Issue.SUPPL. 1 , pp. 9-34
    • Zadeh, L.A.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.