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Volumn 14, Issue 6, 2005, Pages 1541-1553

Efficiency of genetic algorithms and artificial neural networks for evaluating delamination in composite structures using fibre Bragg grating sensors

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; EIGENVALUES AND EIGENFUNCTIONS; EPOXY RESINS; FIBER BRAGG GRATINGS; FIBER REINFORCED MATERIALS; GENETIC ALGORITHMS; LAMINATED COMPOSITES; NEURAL NETWORKS; OPTICAL SENSORS;

EID: 28444431970     PISSN: 09641726     EISSN: 1361665X     Source Type: Journal    
DOI: 10.1088/0964-1726/14/6/047     Document Type: Article
Times cited : (28)

References (31)
  • 1
    • 85059304718 scopus 로고    scopus 로고
    • Konar A 2000 Artificial Intelligence and Soft Computing: Behavioural and Cognitive Modelling of the Human Brain (Boca Raton, FL: CRC Press)
    • Konar A 2000 Artificial Intelligence and Soft Computing: Behavioural and Cognitive Modelling of the Human Brain (Boca Raton, FL: CRC Press)
  • 3
    • 0036473728 scopus 로고    scopus 로고
    • An inverse procedure for crack detection using integral strain measured by optical fibres
    • Yang Z L, Liu G R and Lam K Y 2002 An inverse procedure for crack detection using integral strain measured by optical fibres Smart Mater. Struct. 11 72-8
    • (2002) Smart Mater. Struct. , vol.11 , Issue.1 , pp. 72-78
    • Yang, Z.L.1    Liu, G.R.2    Lam, K.Y.3
  • 4
    • 0030214675 scopus 로고    scopus 로고
    • An application of genetic algorithms to identify damage in elastic structures
    • Mares C and Surace C 1996 An application of genetic algorithms to identify damage in elastic structures J. Sound Vib. 195 195-215
    • (1996) J. Sound Vib. , vol.195 , Issue.2 , pp. 195-215
    • Mares, C.1    Surace, C.2
  • 5
    • 0036961563 scopus 로고    scopus 로고
    • Identification of delamination in composite beams using spectral estimation and a genetic algorithm
    • Nag A, Mahapatra D R and Gopalakrishnan S 2002 Identification of delamination in composite beams using spectral estimation and a genetic algorithm Smart Mater. Struct. 11 899-908
    • (2002) Smart Mater. Struct. , vol.11 , Issue.6 , pp. 899-908
    • Nag, A.1    Mahapatra, D.R.2    Gopalakrishnan, S.3
  • 6
    • 13844281569 scopus 로고    scopus 로고
    • Fibre optic sensors for delamination identification in composite beams using a genetic algorithm
    • Ling H-Y, Lau K-T, Cheng L and Jin W 2005 Fibre optic sensors for delamination identification in composite beams using a genetic algorithm Smart Mater. Struct. 14 287-95
    • (2005) Smart Mater. Struct. , vol.14 , Issue.1 , pp. 287-295
    • Ling, H.-Y.1    Lau, K.-T.2    Cheng, L.3    Jin, W.4
  • 7
    • 0028400625 scopus 로고
    • A genetic algorithm for determining the location of structural impacts
    • Doyle J F 1994 A genetic algorithm for determining the location of structural impacts Exp. Mech. 34 37-44
    • (1994) Exp. Mech. , vol.34 , Issue.1 , pp. 37-44
    • Doyle, J.F.1
  • 8
    • 85059308392 scopus 로고    scopus 로고
    • Stavroulakis G E 2000 Inverse and Crack Identification Process Problems in Engineering Mechanics (Dordrecht: Kluwer-Academic)
    • Stavroulakis G E 2000 Inverse and Crack Identification Process Problems in Engineering Mechanics (Dordrecht: Kluwer-Academic)
  • 9
    • 0035364937 scopus 로고    scopus 로고
    • Genetic algorithm in structural damage detection
    • Chou J-H and Ghaboussi J 2001 Genetic algorithm in structural damage detection Comput. Struct. 79 1335-53
    • (2001) Comput. Struct. , vol.79 , Issue.14 , pp. 1335-1353
    • Chou, J.-H.1    Ghaboussi, J.2
  • 10
    • 0036641268 scopus 로고    scopus 로고
    • Structural damage detection by genetic algorithms
    • Moslem K and Nafaspour R 2002 Structural damage detection by genetic algorithms AIAA J. 40 1395-401
    • (2002) AIAA J. , vol.40 , pp. 1395-1401
    • Moslem, K.1    Nafaspour, R.2
  • 11
    • 0028256979 scopus 로고
    • Structural damage detection and identification using neural networks
    • Tsou P and Shen M H H 1994 Structural damage detection and identification using neural networks AIAA J. 32 176-83
    • (1994) AIAA J. , vol.32 , Issue.1 , pp. 176-183
    • Tsou, P.1    Shen, M.H.H.2
  • 12
    • 0033737832 scopus 로고    scopus 로고
    • Substructural identification using neural networks
    • Yun C B and Bahng E 2000 Substructural identification using neural networks Comput. Struct. 77 41-52
    • (2000) Comput. Struct. , vol.77 , Issue.1 , pp. 41-52
    • Yun, C.B.1    Bahng, E.2
  • 13
    • 0028496839 scopus 로고
    • Damage detection in composite structures using piezoelectric materials
    • Islam A S and Craig K C 1994 Damage detection in composite structures using piezoelectric materials Smart Mater. Struct. 3 318-28
    • (1994) Smart Mater. Struct. , vol.3 , Issue.3 , pp. 318-328
    • Islam, A.S.1    Craig, K.C.2
  • 14
    • 0030173134 scopus 로고    scopus 로고
    • Delamination prediction in composite beams with built-in piezoelectric devices using modal analysis and neural network
    • Okafor A C, Chandrashekhara K and Jiang Y P 1996 Delamination prediction in composite beams with built-in piezoelectric devices using modal analysis and neural network Smart Mater. Struct. 5 338-47
    • (1996) Smart Mater. Struct. , vol.5 , Issue.3 , pp. 338-347
    • Okafor, A.C.1    Chandrashekhara, K.2    Jiang, Y.P.3
  • 15
    • 0344861005 scopus 로고    scopus 로고
    • Updating structural parameters: An adaptive neural network approach
    • Chang T Y P, Chang C C and Xu Y G 1999 Updating structural parameters: an adaptive neural network approach Structural Health Monitoring 2nd edn ed F-K Chang (Lancaster: Technomic) pp 379-89
    • (1999) Structural Health Monitoring , pp. 379-389
    • Chang, T.Y.P.1    Chang, C.C.2    Xu, Y.G.3
  • 16
    • 0029478376 scopus 로고
    • Neural network for structural dynamic model identification
    • Chen H M, Qi G Z, Yang J C S and Amini F 1995 Neural network for structural dynamic model identification J. Eng. Mech. 121 1377-81
    • (1995) J. Eng. Mech. , vol.121 , Issue.12 , pp. 1377-1381
    • Chen, H.M.1    Qi, G.Z.2    Yang, J.C.S.3    Amini, F.4
  • 17
    • 0030819328 scopus 로고    scopus 로고
    • Time-delay neural networks in damage detection of railway bridges
    • Barai S V and Pandey P C 1997 Time-delay neural networks in damage detection of railway bridges Adv. Eng. Software 28 1-10
    • (1997) Adv. Eng. Software , vol.28 , Issue.1 , pp. 1-10
    • Barai, S.V.1    Pandey, P.C.2
  • 18
    • 18744414280 scopus 로고    scopus 로고
    • Neural-networks-based structural health monitoring strategy with dynamic responses
    • Zu B and Wu Z 2001 Neural-networks-based structural health monitoring strategy with dynamic responses Structural Health Monitoring 3rd edn ed F-K Chang (Boca Raton, FL: Technomic) pp 1418-27
    • (2001) Structural Health Monitoring , pp. 1418-1427
    • Zu, B.1    Wu, Z.2
  • 19
    • 0029405055 scopus 로고
    • A neural network approach for damage detection and identification of structures
    • Rhim J and Lee S W 1995 A neural network approach for damage detection and identification of structures Comput. Mech. 16 437-43
    • (1995) Comput. Mech. , vol.16 , Issue.6 , pp. 437-443
    • Rhim, J.1    Lee, S.W.2
  • 20
    • 0003716857 scopus 로고    scopus 로고
    • Crack identification by artificial neural network
    • Hwu C B and Liang Y C 1998 Crack identification by artificial neural network Key Eng. Mater. 145-149 405-10
    • (1998) Key Eng. Mater. , vol.145-149 , pp. 405-410
    • Hwu, C.B.1    Liang, Y.C.2
  • 21
    • 0001930864 scopus 로고    scopus 로고
    • Smart structures health monitoring using artificial neural network
    • Lopes V Jr, Park G, Cudney H H and Inman D J 1999 Smart structures health monitoring using artificial neural network Structural Health Monitoring 2nd edn ed F-K Chang (Lancaster: Technomic) pp 976-85
    • (1999) Structural Health Monitoring , pp. 976-985
    • Lopes, V.1    Park, G.2    Cudney, H.H.3    Inman, D.J.4
  • 22
    • 84992781225 scopus 로고    scopus 로고
    • Lamb wave propagation-based damage identification for quasi-isotropic CF/EP composite laminates using artificial neural algorithm, part I: Methodology and database development
    • Su Z and Ye L 2005 Lamb wave propagation-based damage identification for quasi-isotropic CF/EP composite laminates using artificial neural algorithm, part I: methodology and database development J. Intell. Mater. Syst. Struct. 16 97-111
    • (2005) J. Intell. Mater. Syst. Struct. , vol.16 , Issue.2 , pp. 97-111
    • Su, Z.1    Ye, L.2
  • 23
    • 85059323844 scopus 로고    scopus 로고
    • Gen M and Cheng R 1997 Genetic Algorithms and Engineering Design (New York: Wiley)
    • Gen M and Cheng R 1997 Genetic Algorithms and Engineering Design (New York: Wiley)
  • 24
    • 85059339251 scopus 로고    scopus 로고
    • Goldberg D E 1989 Genetic Algorithm in Search, Optimization, and Machine Learning (Reading, MA: Addison-Wesley)
    • Goldberg D E 1989 Genetic Algorithm in Search, Optimization, and Machine Learning (Reading, MA: Addison-Wesley)
  • 25
    • 0024072286 scopus 로고
    • Flexural vibrations of beams with delaminations
    • Mujumdar P M and Suryanarayan S 1988 Flexural vibrations of beams with delaminations J. Sound Vib. 125 441-61
    • (1988) J. Sound Vib. , vol.125 , Issue.3 , pp. 441-461
    • Mujumdar, P.M.1    Suryanarayan, S.2
  • 26
    • 85059321948 scopus 로고    scopus 로고
    • The Mathworks, Inc. 2000 Neural Network Toolbox (User's Guide) Version: 4.0
    • The Mathworks, Inc. 2000 Neural Network Toolbox (User's Guide) Version: 4.0
  • 27
    • 85059320436 scopus 로고    scopus 로고
    • Karayiannis N B and Venetsanopoulos A N 1993 Artificial Neural Networks: Learning Algorithms, Performance Evaluation and Applications (Boston: Kluwer-Academic)
    • Karayiannis N B and Venetsanopoulos A N 1993 Artificial Neural Networks: Learning Algorithms, Performance Evaluation and Applications (Boston: Kluwer-Academic)
  • 28
    • 85059340154 scopus 로고    scopus 로고
    • Grattan K T V and Meggitt B T 2000 Optical Fibre Sensor Technology: Advanced Applications-Bragg Gratings and Distributed Sensors (Boston: Kluwer-Academic)
    • Grattan K T V and Meggitt B T 2000 Optical Fibre Sensor Technology: Advanced Applications-Bragg Gratings and Distributed Sensors (Boston: Kluwer-Academic)
  • 29
    • 0342647332 scopus 로고    scopus 로고
    • Embedded self-sensing piezoelectric for damage detection
    • Vera C P D and Guemes J A 1998 Embedded self-sensing piezoelectric for damage detection J. Intell. Mater. Syst. Struct. 9 876-87
    • (1998) J. Intell. Mater. Syst. Struct. , vol.9 , Issue.11 , pp. 876-887
    • Vera, C.P.D.1    Guemes, J.A.2
  • 30
    • 10644222104 scopus 로고    scopus 로고
    • Digital damage fingerprints (DDF) and its application in quantitative damage identification
    • Su Z and Ye L 2005 Digital damage fingerprints (DDF) and its application in quantitative damage identification Compos. Struct. 67 197-204
    • (2005) Compos. Struct. , vol.67 , Issue.2 , pp. 197-204
    • Su, Z.1    Ye, L.2
  • 31
    • 84992920905 scopus 로고    scopus 로고
    • Lamb wave propagation-based damage identification for quasi-isotropic CF/EP composite laminates using artificial neural algorithm, part II: Implementation and validation
    • Su Z and Ye L 2004 Lamb wave propagation-based damage identification for quasi-isotropic CF/EP composite laminates using artificial neural algorithm, part II: implementation and validation J. Intell. Mater. Syst. Struct. 16 113-25
    • (2004) J. Intell. Mater. Syst. Struct. , vol.16 , Issue.2 , pp. 113-125
    • Su, Z.1    Ye, L.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.