메뉴 건너뛰기




Volumn 12, Issue 5, 2012, Pages 5919-5939

An intelligent diagnosis method for rotating machinery using least squares mapping and a fuzzy neural network

Author keywords

Condition diagnosis; Dempster Shafer theory; Fuzzy neural network; Least squares mapping; Possibility theory

Indexed keywords

ARTICLE; ARTIFICIAL NEURAL NETWORK; DIAGNOSIS; FUZZY LOGIC; REGRESSION ANALYSIS;

EID: 84861558493     PISSN: 14248220     EISSN: None     Source Type: Journal    
DOI: 10.3390/s120505919     Document Type: Article
Times cited : (38)

References (28)
  • 1
    • 0032676070 scopus 로고    scopus 로고
    • On the selection of informative wavelets for machinery diagnosis
    • Liu, B.; Ling, S.-F. on the selection of informative wavelets for machinery diagnosis. Mech. Syst. Signal Process. 1999, 13, 145-162.
    • (1999) Mech. Syst. Signal Process. , vol.13 , pp. 145-162
    • Liu, B.1    Ling, S.-F.2
  • 2
    • 0034206997 scopus 로고    scopus 로고
    • Feature extraction based on morlet wavelet and its application for mechanical fault diagnosis
    • Jing, L.; Liangsheng, Q. Feature extraction based on morlet wavelet and its application for mechanical fault diagnosis. J. Sound Vib. 2000, 234, 135-148.
    • (2000) J. Sound Vib. , vol.234 , pp. 135-148
    • Jing, L.1    Liangsheng, Q.2
  • 5
    • 0037345899 scopus 로고    scopus 로고
    • Artificial neural network based fault diagnostics of rolling element bearings using time-domain features
    • Samanta, B.; Al-Balushi, K.R. Artificial neural network based fault diagnostics of rolling element bearings using time-domain features. Mech. Syst. Sign. Process. 2003, 17, 317-328.
    • (2003) Mech. Syst. Sign. Process. , vol.17 , pp. 317-328
    • Samanta, B.1    Al-Balushi, K.R.2
  • 6
    • 0031142164 scopus 로고    scopus 로고
    • Real-Time classification of the rotating shaft loading conditions using artificial neural networks
    • McCormick, A.C.; Nandi, A.K. Real-Time classification of the rotating shaft loading conditions using artificial neural networks. IEEE Trans. Neur. Netw. 1997, 8, 748-756.
    • (1997) IEEE Trans. Neur. Netw. , vol.8 , pp. 748-756
    • McCormick, A.C.1    Nandi, A.K.2
  • 7
    • 29444460051 scopus 로고    scopus 로고
    • Artificial neural networks and genetic algorithm for bearing fault detection
    • Samanta, B.; Al-Balushi, K.R.; Al-Araimi, S.A. Artificial neural networks and genetic algorithm for bearing fault detection. Soft Comput. 2006, 10, 264-271.
    • (2006) Soft Comput , vol.10 , pp. 264-271
    • Samanta, B.1    Al-Balushi, K.R.2    Al-Araimi, S.A.3
  • 8
    • 33645452272 scopus 로고    scopus 로고
    • Fault diagnosis of rotating machinery using knowledge-based fuzzy neural network
    • Li, R.Q.; Chen, J.; Wu, X. Fault diagnosis of rotating machinery using knowledge-based fuzzy neural network. Appl. Math. Mech. Engl. 2006, 27, 99-108.
    • (2006) Appl. Math. Mech. Engl. , vol.27 , pp. 99-108
    • Li, R.Q.1    Chen, J.2    Wu, X.3
  • 9
    • 84860134384 scopus 로고    scopus 로고
    • Intelligent diagnosis method based on feature spectra and fuzzy neural network for distinguishing structural faults of rotating machinery
    • Li, K.; Wang, H.; Chen, P. Intelligent diagnosis method based on feature spectra and fuzzy neural network for distinguishing structural faults of rotating machinery. Int. Inf. Inst. 2010, 3, 681-689.
    • (2010) Int. Inf. Inst. , vol.3 , pp. 681-689
    • Li, K.1    Wang, H.2    Chen, P.3
  • 10
    • 0002454032 scopus 로고
    • Diagnosis algorithm
    • Matuyama, H. Diagnosis algorithm. J. JSPE 1991, 75, 35-37.
    • (1991) J. JSPE , vol.75 , pp. 35-37
    • Matuyama, H.1
  • 11
    • 0029238488 scopus 로고
    • Fuzzy Diagnosis and Fuzzy Navigation for Plant Inspection and Diagnosis Robot
    • Yokohama, Japan, 20-24 March
    • Chen, P.; Toyota, T. Fuzzy Diagnosis and Fuzzy Navigation for Plant Inspection and Diagnosis Robot. In Proceedings of FUZZ-IEEE/IFES'95, Yokohama, Japan, 20-24 March 1995; Volume 1, pp. 185-193.
    • (1995) Proceedings of FUZZ-IEEE/IFES'95 , vol.1 , pp. 185-193
    • Chen, P.1    Toyota, T.2
  • 13
    • 79952622704 scopus 로고    scopus 로고
    • Self-Reorganization of feature parameters in frequency domain by genetic programming
    • Chen, P.; Toyota, T. Self-Reorganization of feature parameters in frequency domain by genetic programming. Trans. Jpn. Soc. Mech. Eng. Ser. C 1998, 65, 1946-1953.
    • (1998) Trans. Jpn. Soc. Mech. Eng. Ser. C , vol.65 , pp. 1946-1953
    • Chen, P.1    Toyota, T.2
  • 15
    • 78149274574 scopus 로고
    • Method for raising diagnosis accuracy by Least-squares mapping
    • Chen, P.; Toyota, T. Method for raising diagnosis accuracy by Least-squares mapping. J. Soc. Plant Eng. Jpn. 1995, 7, 162-166.
    • (1995) J. Soc. Plant Eng. Jpn. , vol.7 , pp. 162-166
    • Chen, P.1    Toyota, T.2
  • 16
    • 0344121336 scopus 로고    scopus 로고
    • Sequential fuzzy diagnosis for plant machinery
    • Chen, P.; Toyota, T. Sequential fuzzy diagnosis for plant machinery. JSME Int. J. Ser. C 2003, 46, 1121-1129.
    • (2003) JSME Int. J. Ser. C , vol.46 , pp. 1121-1129
    • Chen, P.1    Toyota, T.2
  • 17
    • 34248666540 scopus 로고
    • Fuzzy set
    • Zadeh, L.A. Fuzzy set. Inf. Control 1965, 8, 338-353.
    • (1965) Inf. Control. , vol.8 , pp. 338-353
    • Zadeh, L.A.1
  • 19
    • 0035618193 scopus 로고    scopus 로고
    • Possibility theory, probability theory and multiple-valued logics: A clarification
    • Dubois, D.; Prade, H. possibility theory, probability theory and multiple-valued logics: A clarification. Ann. Math. Artif. Intell. 2001, 32, 35-66.
    • (2001) Ann. Math. Artif. Intell. , vol.32 , pp. 35-66
    • Dubois, D.1    Prade, H.2
  • 20
    • 79952625514 scopus 로고    scopus 로고
    • Sequential diagnosis method for plant machinery by statistical tests and possibility theory
    • Chen, P.; Feng, F.; Toyota, T. Sequential diagnosis method for plant machinery by statistical tests and possibility theory. J. Reliab. Eng. Assoc. Jpn. 2002, 24, 313-322.
    • (2002) J. Reliab. Eng. Assoc. Jpn. , vol.24 , pp. 313-322
    • Chen, P.1    Feng, F.2    Toyota, T.3
  • 21
    • 0030214124 scopus 로고    scopus 로고
    • Handling uncertainty with possibility theory and fuzzy sets in asatellite fault diagnosis application
    • Cayrac, D.; Dubois, D.; Prade, H. Handling uncertainty with possibility theory and fuzzy sets in asatellite fault diagnosis application. IEEE Trans. Fuzzy Syst. 1996, 4, 251-269.
    • (1996) IEEE Trans. Fuzzy Syst. , vol.4 , pp. 251-269
    • Cayrac, D.1    Dubois, D.2    Prade, H.3
  • 22
    • 0005013141 scopus 로고    scopus 로고
    • Fuzzy sets as basis for a theory of possibility
    • Zadeh, L.A. Fuzzy sets as basis for a theory of possibility. Fuzzy Sets Syst. 1999, 100, S9-S34.
    • (1999) Fuzzy Sets Syst , vol.100
    • Zadeh, L.A.1
  • 23
    • 0042129889 scopus 로고    scopus 로고
    • Testing the descriptive validity of possibility theory in human judgments of uncertainty
    • Raufaste, E.; da Silva Neves, R.; Claudette M. Testing the descriptive validity of possibility theory in human judgments of uncertainty. Artif. Intell. 2003, 148, 197-218.
    • (2003) Artif. Intell. , vol.148 , pp. 197-218
    • Raufaste, E.1    da Silva Neves, R.2    Claudette, M.3
  • 24
    • 0000516376 scopus 로고
    • Upper and lower probabilities induced by multivalued mappings
    • Dempster, A.P. Upper and lower probabilities induced by multivalued mappings. Ann. Math. Stat. 1967, 38, 325-339.
    • (1967) Ann. Math. Stat. , vol.38 , pp. 325-339
    • Dempster, A.P.1
  • 26
    • 38249001052 scopus 로고
    • On the use of the Dempster-Shafer model in information indexing and retrieval applications
    • Schocken, S.; Hummel, R.A. on the use of the Dempster-Shafer model in information indexing and retrieval applications. Int. J. Man-Mach. Stud. 1993, 39, 843-879.
    • (1993) Int. J. Man-Mach. Stud. , vol.39 , pp. 843-879
    • Schocken, S.1    Hummel, R.A.2
  • 27
    • 0035304347 scopus 로고    scopus 로고
    • Dempster-Shafer belief structures with interval valued focal weights
    • Yager, R.R. Dempster-Shafer belief structures with interval valued focal weights. Int. J. Intell. Syst. 2001, 16, 497-512.
    • (2001) Int. J. Intell. Syst. , vol.16 , pp. 497-512
    • Yager, R.R.1
  • 28
    • 0025434991 scopus 로고
    • The combination of evidence in the transferable belief model
    • Smets, P. The combination of evidence in the transferable belief model. IEEE Trans. Pattern Anal. Mach. Intell. 1990, 12, 447-458.
    • (1990) IEEE Trans. Pattern Anal. Mach. Intell. , vol.12 , pp. 447-458
    • Smets, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.