메뉴 건너뛰기




Volumn 30, Issue 3, 2009, Pages 321-330

Pattern recognition of guided waves for damage evaluation in bars

Author keywords

Ensemble networks; Modular networks; Multi layer perceptron; Quantitative nondestructive evaluation; Structural health monitoring; Ultrasonics

Indexed keywords

CRACKS; DAMAGE DETECTION; FEATURE EXTRACTION; GUIDED ELECTROMAGNETIC WAVE PROPAGATION; LOCATION; PATTERN RECOGNITION; SIGNAL PROCESSING; STRUCTURAL HEALTH MONITORING;

EID: 57249095664     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.patrec.2008.10.001     Document Type: Article
Times cited : (15)

References (34)
  • 2
    • 0030211964 scopus 로고    scopus 로고
    • Bagging predictors
    • Breiman L. Bagging predictors. Machine Learn. 26 2 (1996) 123-140
    • (1996) Machine Learn. , vol.26 , Issue.2 , pp. 123-140
    • Breiman, L.1
  • 3
    • 57249114882 scopus 로고    scopus 로고
    • Brincker, R., Kirkegaard, P.H., Anderson, P., Martinez, M.E., 1995. Damage detection in an offshore structure. In: Proc. 13th Internat. Modal Analysis Conf., Nashville, pp. 661-667.
    • Brincker, R., Kirkegaard, P.H., Anderson, P., Martinez, M.E., 1995. Damage detection in an offshore structure. In: Proc. 13th Internat. Modal Analysis Conf., Nashville, pp. 661-667.
  • 5
    • 0001556663 scopus 로고
    • Stress wave propagation in rectangular bars
    • Fraser W.B. Stress wave propagation in rectangular bars. Internat. J. Solids Struct. 5 4 (1969) 379-397
    • (1969) Internat. J. Solids Struct. , vol.5 , Issue.4 , pp. 379-397
    • Fraser, W.B.1
  • 6
    • 57249098996 scopus 로고    scopus 로고
    • Freund, Y., Schapire, R.E., 1996. Experiments with a new boosting algorithm. In: Proc. 13th Internat. Conf. on Machine Learning, Bari, pp. 148-156.
    • Freund, Y., Schapire, R.E., 1996. Experiments with a new boosting algorithm. In: Proc. 13th Internat. Conf. on Machine Learning, Bari, pp. 148-156.
  • 8
    • 26844444624 scopus 로고    scopus 로고
    • Boundary element analysis of guided waves in a bar with an arbitrary cross-section
    • Gunawan A., and Hirose S. Boundary element analysis of guided waves in a bar with an arbitrary cross-section. Eng. Anal. Bound. Elem. 29 (2005) 913-924
    • (2005) Eng. Anal. Bound. Elem. , vol.29 , pp. 913-924
    • Gunawan, A.1    Hirose, S.2
  • 10
    • 1542375807 scopus 로고    scopus 로고
    • Huang, X.M., Yi, J.K., 2003. A method of constructing fuzzy neural network based on rough set theory. In: Proc. 2nd Internat. Conf. on Machine Learning and Cybernetics, Xi'an, pp. 1723-1728.
    • Huang, X.M., Yi, J.K., 2003. A method of constructing fuzzy neural network based on rough set theory. In: Proc. 2nd Internat. Conf. on Machine Learning and Cybernetics, Xi'an, pp. 1723-1728.
  • 11
    • 0000262562 scopus 로고
    • Hierarchical mixtures of experts and the EM algorithm
    • Jordan M.I., and Jacobs R.A. Hierarchical mixtures of experts and the EM algorithm. Neural Comput. 6 2 (1994) 181-214
    • (1994) Neural Comput. , vol.6 , Issue.2 , pp. 181-214
    • Jordan, M.I.1    Jacobs, R.A.2
  • 12
    • 57249091114 scopus 로고    scopus 로고
    • Kim, J.Y., Lee, D.H., Park, K.S., Jo, Y.D., Choi, S.C., Lee, C.H., Song, S.J., Cheong, Y.M., 2006. Long range inspection of city gas pipeline using ultrasonic guided waves. In: Proc. 12th Asia-Pacific Conf. on NDT, Auckland.
    • Kim, J.Y., Lee, D.H., Park, K.S., Jo, Y.D., Choi, S.C., Lee, C.H., Song, S.J., Cheong, Y.M., 2006. Long range inspection of city gas pipeline using ultrasonic guided waves. In: Proc. 12th Asia-Pacific Conf. on NDT, Auckland.
  • 14
    • 0037276988 scopus 로고    scopus 로고
    • Tuning of the structure and parameters of a neural network using an improved genetic algorithm
    • Leung H.F., and Lam H.K. Tuning of the structure and parameters of a neural network using an improved genetic algorithm. IEEE Trans. Neural Networks 14 1 (2003) 79-88
    • (2003) IEEE Trans. Neural Networks , vol.14 , Issue.1 , pp. 79-88
    • Leung, H.F.1    Lam, H.K.2
  • 15
    • 57249114862 scopus 로고    scopus 로고
    • Liew, C.K., Veidt, M., 2005. Evaluation of laminar defects in beams using guided waves and pattern recognition techniques. In: Proc. 1st Internat. Conf. on Structural Condition Assessment, Monitoring and Improvement, Perth, pp. 231-238.
    • Liew, C.K., Veidt, M., 2005. Evaluation of laminar defects in beams using guided waves and pattern recognition techniques. In: Proc. 1st Internat. Conf. on Structural Condition Assessment, Monitoring and Improvement, Perth, pp. 231-238.
  • 16
    • 48849095993 scopus 로고    scopus 로고
    • Optimization of neural network pattern recognition systems for guided waves damage identification in beams
    • Liew C.K., and Veidt M. Optimization of neural network pattern recognition systems for guided waves damage identification in beams. Rev. Prog. Quantitat. Nondestruct. Eval. 26A (2007) 627-634
    • (2007) Rev. Prog. Quantitat. Nondestruct. Eval. , vol.26 A , pp. 627-634
    • Liew, C.K.1    Veidt, M.2
  • 17
    • 57249091140 scopus 로고    scopus 로고
    • Liew, C.K., Veidt, M., 2007b. Test Pattern dependent neural network systems for guided waves damage identification in beams. In: Proc. 8th World Scientific and Engineering Academy and Society Internat. Conf. on Neural Networks, Vancouver, pp. 67-75.
    • Liew, C.K., Veidt, M., 2007b. Test Pattern dependent neural network systems for guided waves damage identification in beams. In: Proc. 8th World Scientific and Engineering Academy and Society Internat. Conf. on Neural Networks, Vancouver, pp. 67-75.
  • 18
    • 0028369322 scopus 로고
    • Reinforcement structure/parameter learning for neural-network-based fuzzy logic control system
    • Lin C.T., and Lee C.S.G. Reinforcement structure/parameter learning for neural-network-based fuzzy logic control system. IEEE Trans. Fuzzy Systems 2 1 (1994) 46-63
    • (1994) IEEE Trans. Fuzzy Systems , vol.2 , Issue.1 , pp. 46-63
    • Lin, C.T.1    Lee, C.S.G.2
  • 19
    • 85024569958 scopus 로고
    • On dispersion of longitudinal waves in rectangular bars
    • Medick M.A. On dispersion of longitudinal waves in rectangular bars. J. Appl. Mech. 34 (1967) 714-717
    • (1967) J. Appl. Mech. , vol.34 , pp. 714-717
    • Medick, M.A.1
  • 21
    • 0019554903 scopus 로고
    • Dispersion of longitudinal waves in a rectangular transversely isotropic wave-guide
    • Muller P., and Touratier M. Dispersion of longitudinal waves in a rectangular transversely isotropic wave-guide. Wave Motion 3 (1981) 181-202
    • (1981) Wave Motion , vol.3 , pp. 181-202
    • Muller, P.1    Touratier, M.2
  • 22
    • 0001550936 scopus 로고
    • Steady-state wave propagation in infinite bars of noncircular cross section
    • Nigro N.J. Steady-state wave propagation in infinite bars of noncircular cross section. J. Acoust. Soc. Amer. 40 (1966) 1501-1508
    • (1966) J. Acoust. Soc. Amer. , vol.40 , pp. 1501-1508
    • Nigro, N.J.1
  • 23
    • 67650278452 scopus 로고    scopus 로고
    • Parhami, B., 1996. Multi-sensor data fusion and reliable multi-channel computation: Unifying concepts and techniques. In: Conf. Record of the 29th Asilomar Conf. on Signals, Systems and Computers, California, pp. 745-749.
    • Parhami, B., 1996. Multi-sensor data fusion and reliable multi-channel computation: Unifying concepts and techniques. In: Conf. Record of the 29th Asilomar Conf. on Signals, Systems and Computers, California, pp. 745-749.
  • 24
    • 33847132245 scopus 로고    scopus 로고
    • Review of guided-wave structural health monitoring
    • Raghavan A., and Cesnik C.E.S. Review of guided-wave structural health monitoring. Shock Vib. Dig. 39 2 (2007) 91-114
    • (2007) Shock Vib. Dig. , vol.39 , Issue.2 , pp. 91-114
    • Raghavan, A.1    Cesnik, C.E.S.2
  • 25
    • 33748875515 scopus 로고    scopus 로고
    • A numerical model for the piezoelectric transduction of stress waves
    • Rajic N. A numerical model for the piezoelectric transduction of stress waves. Smart Mater. Struct. 15 (2006) 1151-1164
    • (2006) Smart Mater. Struct. , vol.15 , pp. 1151-1164
    • Rajic, N.1
  • 26
    • 84943274699 scopus 로고    scopus 로고
    • Riedmiller, M., Braun, H., 1993. A direct adaptive method for faster backpropagation learning: The RPROP algorithm. In: Proc. 1993 IEEE Internat. Conf. on Neural Networks, San Francisco, pp. 586-591.
    • Riedmiller, M., Braun, H., 1993. A direct adaptive method for faster backpropagation learning: The RPROP algorithm. In: Proc. 1993 IEEE Internat. Conf. on Neural Networks, San Francisco, pp. 586-591.
  • 30
    • 57249114863 scopus 로고    scopus 로고
    • Staudenmann, M., 1995. Structural waves in nondestructive testing. Doctor of Technical Sciences Thesis, Swiss Federal Institute of Technology, Zurich.
    • Staudenmann, M., 1995. Structural waves in nondestructive testing. Doctor of Technical Sciences Thesis, Swiss Federal Institute of Technology, Zurich.
  • 31
    • 4043135240 scopus 로고    scopus 로고
    • An intelligent signal processing and pattern recognition technique for defect identification using an active sensor network
    • Su Z., and Lin Y. An intelligent signal processing and pattern recognition technique for defect identification using an active sensor network. Smart Mater. Struct. 13 (2004) 957-969
    • (2004) Smart Mater. Struct. , vol.13 , pp. 957-969
    • Su, Z.1    Lin, Y.2
  • 32
    • 0038374322 scopus 로고    scopus 로고
    • Wave reflection and transmission in beams containing delamination and inhomogeneity
    • Wang C.H., and Rose L.R.F. Wave reflection and transmission in beams containing delamination and inhomogeneity. J. Sound Vib. 264 (2003) 851-872
    • (2003) J. Sound Vib. , vol.264 , pp. 851-872
    • Wang, C.H.1    Rose, L.R.F.2
  • 33
    • 0033990683 scopus 로고    scopus 로고
    • A weight initialization method for improving training speed in feedforward neural network
    • Yam Y.F., and Chow W.S. A weight initialization method for improving training speed in feedforward neural network. Neurocomputing 30 (2000) 219-232
    • (2000) Neurocomputing , vol.30 , pp. 219-232
    • Yam, Y.F.1    Chow, W.S.2
  • 34
    • 33745746359 scopus 로고    scopus 로고
    • Some aspects of numerical simulation for lamb wave propagation in composite laminates
    • Yang C., Ye L., Su Z., and Bannister M. Some aspects of numerical simulation for lamb wave propagation in composite laminates. Compos. Struct. 75 (2006) 267-275
    • (2006) Compos. Struct. , vol.75 , pp. 267-275
    • Yang, C.1    Ye, L.2    Su, Z.3    Bannister, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.