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Volumn 71, Issue 15, 2004, Pages 2143-2159

Prediction of fracture parameters of concrete by Artificial Neural Networks

Author keywords

Artificial intelligence; Artificial neural networks; Concrete; Fracture mechanics; Two parameter model

Indexed keywords

ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; MATHEMATICAL MODELS; NEURAL NETWORKS;

EID: 2142827946     PISSN: 00137944     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engfracmech.2003.12.004     Document Type: Article
Times cited : (166)

References (36)
  • 1
    • 0001278167 scopus 로고
    • Crack propagation and the fracture of concrete
    • Kaplan M.F. Crack propagation and the fracture of concrete ACI J. 58 11 1961 591-610
    • (1961) ACI J. , vol.58 , Issue.11 , pp. 591-610
    • Kaplan, M.F.1
  • 2
    • 0001378296 scopus 로고
    • Fracture mechanics--its applicability to concrete
    • Kesler C.E. Naus D.J. Lott L.L. Fracture mechanics--its applicability to concrete Soc. Mater. Sci. 4 1972 113-124
    • (1972) Soc. Mater. Sci. , vol.4 , pp. 113-124
    • Kesler, C.E.1    Naus, D.J.2    Lott, L.L.3
  • 3
    • 0004725612 scopus 로고
    • Analysis of crack formation and crack growth in concrete by means of fracture mechanics and finite elements
    • Hillerborg A. Modeer M. Petersson P.E. Analysis of crack formation and crack growth in concrete by means of fracture mechanics and finite elements Cem. Conc. Res. 6 1976 773-782
    • (1976) Cem. Conc. Res. , vol.6 , pp. 773-782
    • Hillerborg, A.1    Modeer, M.2    Petersson, P.E.3
  • 4
    • 0020750862 scopus 로고
    • Crack band theory for fracture concrete
    • Bazant Z.P. Oh B.H. Crack band theory for fracture concrete Mater. Struct. (RILEM) 16 93 1983 155-157
    • (1983) Mater. Struct. (RILEM) , vol.16 , Issue.93 , pp. 155-157
    • Bazant, Z.P.1    Oh, B.H.2
  • 5
    • 0022145512 scopus 로고
    • Two-parameter fracture model for concrete
    • Jenq Y.S. Shah S.P. Two-parameter fracture model for concrete ASCE J. Engng. Mech. 111 10 1985 1227-1241
    • (1985) ASCE J. Engng. Mech. , vol.111 , Issue.10 , pp. 1227-1241
    • Jenq, Y.S.1    Shah, S.P.2
  • 6
    • 0022730193 scopus 로고
    • Determination of the specimen size independent fracture toughness of plain concrete
    • Nallathambi P. Karihaloo B.L. Determination of the specimen size independent fracture toughness of plain concrete Mag. Conc. Res. 38 135 1986 67-76
    • (1986) Mag. Conc. Res. , vol.38 , Issue.135 , pp. 67-76
    • Nallathambi, P.1    Karihaloo, B.L.2
  • 7
    • 0025451526 scopus 로고
    • Determination of fracture energy, process zone length, and brittleness number from size effect with application to rock and concrete
    • Bazant Z.P. Kazemi M.T. Determination of fracture energy, process zone length, and brittleness number from size effect with application to rock and concrete Int. J. Fract. 44 2 1990 111-131
    • (1990) Int. J. Fract. , vol.44 , Issue.2 , pp. 111-131
    • Bazant, Z.P.1    Kazemi, M.T.2
  • 8
    • 0030109894 scopus 로고    scopus 로고
    • A simple method for determining material fracture parameters from peak loads
    • Tang T. Ouyang C. Shah S.P. A simple method for determining material fracture parameters from peak loads ACI Mater. J. 93 2 1996 147-157
    • (1996) ACI Mater. J. , vol.93 , Issue.2 , pp. 147-157
    • Tang, T.1    Ouyang, C.2    Shah, S.P.3
  • 9
    • 0000052009 scopus 로고
    • Fracture mechanics analysis of high strength concrete
    • John Y.S. Shah S.P. Fracture mechanics analysis of high strength concrete ASCE J. Mater. Civil Engng. 1 4 1989 185-198
    • (1989) ASCE J. Mater. Civil Engng. , vol.1 , Issue.4 , pp. 185-198
    • John, Y.S.1    Shah, S.P.2
  • 10
    • 0026219654 scopus 로고
    • Code-type formulation of fracture mechanics concepts for concrete
    • Hilsdorf H.H. Brameshuber W. Code-type formulation of fracture mechanics concepts for concrete Int. J. Fract. 51 1 1991 61-72
    • (1991) Int. J. Fract. , vol.51 , Issue.1 , pp. 61-72
    • Hilsdorf, H.H.1    Brameshuber, W.2
  • 11
    • 0030286429 scopus 로고    scopus 로고
    • Neural network-based design of edge-supported reinforced concrete slabs
    • Arslan A. Ince R. Neural network-based design of edge-supported reinforced concrete slabs Struct. Engng. Rev. 8 4 1996 329-335
    • (1996) Struct. Engng. Rev. , vol.8 , Issue.4 , pp. 329-335
    • Arslan, A.1    Ince, R.2
  • 13
    • 0042700055 scopus 로고
    • The neural network-based analysis of size effect in concrete fracture
    • Wittmann FH, editor
    • Arslan A, Ince R. The neural network-based analysis of size effect in concrete fracture. In: Wittmann FH, editor. Proceedings FraMCoS-2. Freiburg: Aedificiatio; 1995. p. 693-707
    • (1995) Proceedings FraMCoS-2. Freiburg: Aedificiatio , pp. 693-707
    • Arslan, A.1    Ince, R.2
  • 14
    • 0030151592 scopus 로고    scopus 로고
    • The neural network approximation to the size effect in fracture of cementitious materials
    • Arslan A. Ince R. The neural network approximation to the size effect in fracture of cementitious materials Engng. Fract. Mech. 54 2 1996 249-261
    • (1996) Engng. Fract. Mech. , vol.54 , Issue.2 , pp. 249-261
    • Arslan, A.1    Ince, R.2
  • 15
    • 0029634817 scopus 로고
    • A neural dynamic model for structural optimization theory
    • Adeli H. Park H.S. A neural dynamic model for structural optimization theory Comput. Struct. 57 3 1995 383-390
    • (1995) Comput. Struct. , vol.57 , Issue.3 , pp. 383-390
    • Adeli, H.1    Park, H.S.2
  • 16
    • 0032590360 scopus 로고    scopus 로고
    • Application of neural networks for proportioning of concrete mixes
    • Oh J.W. Lee I.W. Kim J.T. Lee G.W. Application of neural networks for proportioning of concrete mixes ACI Mater. J. 96 1 1999 61-67
    • (1999) ACI Mater. J. , vol.96 , Issue.1 , pp. 61-67
    • Oh, J.W.1    Lee, I.W.2    Kim, J.T.3    Lee, G.W.4
  • 18
    • 0030673663 scopus 로고    scopus 로고
    • Splitting tension tests to determine concrete fracture parameters by peak-load method
    • Yang S. Tang T. Zollinger D.G. Gurjar A. Splitting tension tests to determine concrete fracture parameters by peak-load method Adv. Cem. Based Mater. 5 1997 18-28
    • (1997) Adv. Cem. Based Mater. , vol.5 , pp. 18-28
    • Yang, S.1    Tang, T.2    Zollinger, D.G.3    Gurjar, A.4
  • 19
    • 0024667328 scopus 로고
    • Fracture toughness of plain concrete from three-point bend specimens
    • Nallathambi P. Karihaloo B.L. Fracture toughness of plain concrete from three-point bend specimens Mater. Struct. 22 1989 185-193
    • (1989) Mater. Struct. , vol.22 , pp. 185-193
    • Nallathambi, P.1    Karihaloo, B.L.2
  • 21
    • 0030166389 scopus 로고    scopus 로고
    • The effect of specimen thickness on fracture behaviour of concrete
    • Wollrab E. Ouyang C. Shah S.P. Hamm J. König G. The effect of specimen thickness on fracture behaviour of concrete Mag. Conc. Res. 175 48 1996 117-129
    • (1996) Mag. Conc. Res. , vol.175 , Issue.48 , pp. 117-129
    • Wollrab, E.1    Ouyang, C.2    Shah, S.P.3    Hamm, J.4    König, G.5
  • 22
    • 0003291350 scopus 로고
    • Notched beam test: Mode I fracture toughness
    • S. P. Shah, & A. Carpinteri (Eds.), Chapman - Hall, RILEM
    • Karihaloo B.L. Nallathambi P. Notched beam test: Mode I fracture toughness Shah S.P. Carpinteri A. Fracture Mechanics Test Methods for Concrete, RILEM 1991 1-86 Chapman - Hall
    • (1991) Fracture Mechanics Test Methods for Concrete , pp. 1-86
    • Karihaloo, B.L.1    Nallathambi, P.2
  • 24
    • 2142838952 scopus 로고    scopus 로고
    • On the accuracy of fracture toughness test results for concrete using different size and geometry specimens and data reduction methods
    • Vipulanandan C, Gerstle WH, editors. ACI SP-201
    • Hanson JH, Ingraffea AR. On the accuracy of fracture toughness test results for concrete using different size and geometry specimens and data reduction methods. In: Vipulanandan C, Gerstle WH, editors. Fracture Mechanics for Concrete Materials: Testing and Applications. ACI SP-201; 2001. p. 111-32.
    • (2001) Fracture Mechanics for Concrete Materials: Testing and Applications , pp. 111-132
    • Hanson, J.H.1    Ingraffea, A.R.2
  • 25
    • 0006287780 scopus 로고
    • Fracture properties of concrete as determined by means of wedge splitting tests and tapered double cantilever beam tests
    • S. P. Shah, & A. Carpinteri (Eds.), Chapman - Hall, RILEM
    • Rossi P. Brühwiler E. Chhuy S. Jenq Y.S. Shah S.P. Fracture properties of concrete as determined by means of wedge splitting tests and tapered double cantilever beam tests Shah S.P. Carpinteri A. Fracture Mechanics Test Methods for Concrete, RILEM 1991 87-128 Chapman - Hall
    • (1991) Fracture Mechanics Test Methods for Concrete , pp. 87-128
    • Rossi, P.1    Brühwiler, E.2    Chhuy, S.3    Jenq, Y.S.4    Shah, S.P.5
  • 29
    • 0000646059 scopus 로고
    • Learning internal representations by error propagation
    • D. E. Rumelhart, & J. L. McClelland (Eds.), Cambridge: MIT Press, Foundations
    • Rumelhart D.E. Hinton G.E. William R.J. Learning internal representations by error propagation Rumelhart D.E. McClelland J.L. Proceedings Parallel Distributed Processing Foundations vol. 1 1986 MIT Press Cambridge
    • (1986) Proceedings Parallel Distributed Processing , vol.1
    • Rumelhart, D.E.1    Hinton, G.E.2    William, R.J.3
  • 30
    • 0020118274 scopus 로고
    • Neural networks and physical systems with emergent collective computational abilities
    • Hopfield J.J. Neural networks and physical systems with emergent collective computational abilities Proc. Natl. Acad. Sci. USA 79 8 1982 2554-2558
    • (1982) Proc. Natl. Acad. Sci. USA , vol.79 , Issue.8 , pp. 2554-2558
    • Hopfield, J.J.1
  • 33
    • 0007086918 scopus 로고
    • c) of plain concrete using three-point bend tests
    • RILEM Recommendation
    • c) of plain concrete using three-point bend tests. Mater Struct 1990;23(138):457-60.
    • (1990) Mater Struct , vol.23 , Issue.138 , pp. 457-460
  • 34
    • 0036532008 scopus 로고    scopus 로고
    • Statistical prediction of fracture parameters of concrete and implications for choice of testing standard
    • Bazant Z.P. Becq-Giraudon E. Statistical prediction of fracture parameters of concrete and implications for choice of testing standard Cem. Conc. Res. 32 2002 529-556
    • (2002) Cem. Conc. Res. , vol.32 , pp. 529-556
    • Bazant, Z.P.1    Becq-Giraudon, E.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.