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Volumn 37, Issue 1, 2011, Pages 13-18

Rolling bearing fault diagnosis methods based on Fisher ratio and SVM

Author keywords

Fault identification; Feature vectors; Fisher ratio; Support vector machine; Wavelet packet decomposition

Indexed keywords

FAULT IDENTIFICATIONS; FEATURE VECTORS; FISHER RATIO; SUPPORT VECTOR; WAVELET PACKET DECOMPOSITION;

EID: 79953113462     PISSN: 02540037     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (4)

References (8)
  • 1
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    • Diagnosis of rolling element bearing faults using radial basis function networks
    • Jack L B, Nandi A K, Mccormick A C. Diagnosis of rolling element bearing faults using radial basis function networks [J]. Applied Signal Processing, 1999, 6: 25-32.
    • (1999) Applied Signal Processing , vol.6 , pp. 25-32
    • Jack, L.B.1    Nandi, A.K.2    Mccormick, A.C.3
  • 2
    • 0035153670 scopus 로고    scopus 로고
    • Support vector machines for detection and characterization of rolling element bearing faults
    • Jack L B, Nandi A K. Support vector machines for detection and characterization of rolling element bearing faults [J]. Journal of Mechanical Engineering Science, 2001, 215(9): 1065-1074.
    • (2001) Journal of Mechanical Engineering Science , vol.215 , Issue.9 , pp. 1065-1074
    • Jack, L.B.1    Nandi, A.K.2
  • 3
    • 0345978376 scopus 로고    scopus 로고
    • Fault detection using support vector machines and artificial neural networks, augmented by genetic algorithms
    • Jack L B, Nandi A K. Fault detection using support vector machines and artificial neural networks, augmented by genetic algorithms [J]. Mechanical Systems and Signal Processing, 2002, 16(2-3): 373-390.
    • (2002) Mechanical Systems and Signal Processing , vol.16 , Issue.2-3 , pp. 373-390
    • Jack, L.B.1    Nandi, A.K.2
  • 4
    • 17844365596 scopus 로고    scopus 로고
    • Artificial neural network and support vector machine approach for locating faults in radial distribution systems
    • Thukaram D, Khincha H P, Vijaynarasimha H P. Artificial neural network and support vector machine approach for locating faults in radial distribution systems [J]. IEEE Transactions on Power Delivery, 2005, 20(2): 710-721.
    • (2005) IEEE Transactions on Power Delivery , vol.20 , Issue.2 , pp. 710-721
    • Thukaram, D.1    Khincha, H.P.2    Vijaynarasimha, H.P.3
  • 5
    • 33747404128 scopus 로고    scopus 로고
    • Fault diagnosis of roller bearings based on EMD and SVM
    • (in Chinese)
    • Cheng Jun-Sheng, Yu De-Jie, Yang Yu. Fault diagnosis of roller bearings based on EMD and SVM [J]. Journal of Aerospace Power, 2006, 21(3): 575-580. (in Chinese)
    • (2006) Journal of Aerospace Power , vol.21 , Issue.3 , pp. 575-580
    • Cheng, J.-S.1    Yu, D.-J.2    Yang, Y.3
  • 6
    • 79953084025 scopus 로고    scopus 로고
    • Fault diagnosis method based on support vector machines and its application
    • (in Chinese)
    • Wang Li, Zhou Xin-Li, Wei Xun-Kai. Fault diagnosis method based on support vector machines and its application [J]. Fire Control and Command Control, 2006, 31(4): 9-11. (in Chinese)
    • (2006) Fire Control and Command Control , vol.31 , Issue.4 , pp. 9-11
    • Wang, L.1    Zhou, X.-L.2    Wei, X.-K.3
  • 7
    • 33846849457 scopus 로고    scopus 로고
    • Study on diagnosis method of gear fault based on support vector machine
    • (in Chinese)
    • Wang Kai, Zhang Yong-Xiang, Li Jun. Study on diagnosis method of gear fault based on support vector machine [J]. Journal of Vibration and Shock, 2006, 25(6): 97-99. (in Chinese)
    • (2006) Journal of Vibration and Shock , vol.25 , Issue.6 , pp. 97-99
    • Wang, K.1    Zhang, Y.-X.2    Li, J.3
  • 8
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    • Chinese source
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* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.