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Volumn 37, Issue 13, 2006, Pages 961-967

Structural damage detection by integrating independent component analysis and support vector machine

Author keywords

Independent component analysis (ICA); Structural damage detection; Support vector machine (SVM)

Indexed keywords


EID: 84964863356     PISSN: 00207721     EISSN: 14645319     Source Type: Journal    
DOI: 10.1080/00207720600891745     Document Type: Article
Times cited : (16)

References (12)
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    • Damage identification and health monitoring of structural and mechanical systems from changes in their vibration characteristics: A literature review. Los Alamos National Laboratory
    • S.W. Doebling, C.R. Farrar, M.B. Prime and D.W. Shevitz, “Damage identification and health monitoring of structural and mechanical systems from changes in their vibration characteristics: a literature review. Los Alamos National Laboratory”, The Shock and Vibration Digest, 30, pp. 91-105, 1998.
    • (1998) The Shock and Vibration Digest , vol.30 , pp. 91-105
    • Doebling, S.W.1    Farrar, C.R.2    Prime, M.B.3    Shevitz, D.W.4
  • 4
    • 85023715506 scopus 로고    scopus 로고
    • http://www.bc.cityu.edu.hk/asce.shm.
  • 5
    • 85023668143 scopus 로고    scopus 로고
    • http://wusceel.cive.wustl.edu/asce.shm/benchmarks.htm.
  • 7
    • 0033704242 scopus 로고    scopus 로고
    • Application of neural networks for detection of changes in Nonlinear System
    • S.F. Masri, A.W. Smyth, A.G. Chassiakos, T.K. Caughey and N.F. Hunter, “Application of neural networks for detection of changes in Nonlinear System”, J. Eng. Mech., 126, pp. 666-676, July 2000.
    • (2000) J. Eng. Mech. , vol.126 , pp. 666-676
    • Masri, S.F.1    Smyth, A.W.2    Chassiakos, A.G.3    Caughey, T.K.4    Hunter, N.F.5
  • 10
    • 0003698254 scopus 로고
    • Ph.D. Dissertation, Department of Building Technology and Structural Engineering, Aalborg University, Denmark
    • A. Rytter, “Vibration based inspection of civil engineering structures”, Ph.D. Dissertation, Department of Building Technology and Structural Engineering, Aalborg University, Denmark, 1993.
    • (1993) Vibration Based Inspection of Civil Engineering Structures
    • Rytter, A.1
  • 11
    • 33748860576 scopus 로고    scopus 로고
    • Structural damage detection by integrating independent component analysis and artificial neural networks
    • CSREA Press
    • H. Song, L. Zhong, F. Moon, “Structural damage detection by integrating independent component analysis and artificial neural networks”, in Int. Conference MLMTA 05, CSREA Press, 2005, pp. 190-196.
    • (2005) Int. Conference MLMTA 05 , pp. 190-196
    • Song, H.1    Zhong, L.2    Moon, F.3
  • 12
    • 13344279460 scopus 로고    scopus 로고
    • Structural damage detection using independent component analysis, structural health monitoring
    • C. Zang, M.I. Friswell and M. Imregun, “Structural damage detection using independent component analysis, structural health monitoring”, An. Int. J., 3, pp. 69-84, 2004.
    • (2004) An. Int. J. , vol.3 , pp. 69-84
    • Zang, C.1    Friswell, M.I.2    Imregun, M.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.