메뉴 건너뛰기




Volumn 39, Issue 12, 2007, Pages 1035-1042

Nonlinear constitutive models for FRP composites using artificial neural networks

Author keywords

Artificial neural network (ANN); Fiber reinforced polymer (FRP) composite; Finite element analysis (FEA); Nonlinear constitutive models; Plane stress strain behavior

Indexed keywords

CONSTITUTIVE MODELS; FINITE ELEMENT METHOD; FUNCTIONAL ANALYSIS; NEURAL NETWORKS; NONLINEAR ANALYSIS; STRESS-STRAIN CURVES; VOLUME FRACTION;

EID: 34548215174     PISSN: 01676636     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.mechmat.2007.05.004     Document Type: Article
Times cited : (45)

References (16)
  • 1
    • 8844253104 scopus 로고    scopus 로고
    • Artificial neural network based delamination prediction in laminated composites
    • Chakraborty D. Artificial neural network based delamination prediction in laminated composites. Mater. Des. 26 1 (2005) 1-7
    • (2005) Mater. Des. , vol.26 , Issue.1 , pp. 1-7
    • Chakraborty, D.1
  • 2
    • 2342626535 scopus 로고    scopus 로고
    • In-plane shear testing of thick-section pultruded FRP composites using a modified Arcan fixture
    • El-Hajjar R., and Haj-Ali R. In-plane shear testing of thick-section pultruded FRP composites using a modified Arcan fixture. Compos. Part B: Eng. 35B 5 (2004) 421-428
    • (2004) Compos. Part B: Eng. , vol.35 B , Issue.5 , pp. 421-428
    • El-Hajjar, R.1    Haj-Ali, R.2
  • 4
    • 0036529766 scopus 로고    scopus 로고
    • Nonlinear behavior of pultruded FRP composites
    • Haj-Ali R., and Kilic H. Nonlinear behavior of pultruded FRP composites. Compos. Part B: Eng. 33 3 (2002) 173-191
    • (2002) Compos. Part B: Eng. , vol.33 , Issue.3 , pp. 173-191
    • Haj-Ali, R.1    Kilic, H.2
  • 5
    • 0037371032 scopus 로고    scopus 로고
    • A micromechanical constitutive framework for the nonlinear viscoelastic behavior of pultruded composite materials
    • Haj-Ali R.M., and Muliana A.H. A micromechanical constitutive framework for the nonlinear viscoelastic behavior of pultruded composite materials. Int. J. Solids Struct. 40 5 (2003) 1037-1057
    • (2003) Int. J. Solids Struct. , vol.40 , Issue.5 , pp. 1037-1057
    • Haj-Ali, R.M.1    Muliana, A.H.2
  • 6
    • 0346505187 scopus 로고    scopus 로고
    • Numerical finite element formulation of the Schapery non-linear viscoelastic material model
    • Haj-Ali R.M., and Muliana A.H. Numerical finite element formulation of the Schapery non-linear viscoelastic material model. Inte. J. Num. Meth. Eng. 59 1 (2004) 25-45
    • (2004) Inte. J. Num. Meth. Eng. , vol.59 , Issue.1 , pp. 25-45
    • Haj-Ali, R.M.1    Muliana, A.H.2
  • 7
    • 0035396126 scopus 로고    scopus 로고
    • Simulated micromechanical models usings artificials neural networks
    • Haj-Ali R., Pecknold D.A., Ghaboussi J., and Voyiadjis G.Z. Simulated micromechanical models usings artificials neural networks. J. Eng. Mech. 127 7 (2001) 730-738
    • (2001) J. Eng. Mech. , vol.127 , Issue.7 , pp. 730-738
    • Haj-Ali, R.1    Pecknold, D.A.2    Ghaboussi, J.3    Voyiadjis, G.Z.4
  • 8
    • 33645194644 scopus 로고    scopus 로고
    • Identification of elastic-plastic material parameters from pyramidal indentation of thin films
    • Huber N., Nix W.D., and Gao H. Identification of elastic-plastic material parameters from pyramidal indentation of thin films. Proc. Roy. Soc. Lond. Ser. A: Math. Phys. Eng. Sci. 458 2023 (2002) 1593-1620
    • (2002) Proc. Roy. Soc. Lond. Ser. A: Math. Phys. Eng. Sci. , vol.458 , Issue.2023 , pp. 1593-1620
    • Huber, N.1    Nix, W.D.2    Gao, H.3
  • 9
    • 0037377515 scopus 로고    scopus 로고
    • Progressive damage and nonlinear analysis of pultruded composite structures
    • Kilic H., and Haj-Ali R. Progressive damage and nonlinear analysis of pultruded composite structures. Compos. Part B: Eng. 34 3 (2003) 235-250
    • (2003) Compos. Part B: Eng. , vol.34 , Issue.3 , pp. 235-250
    • Kilic, H.1    Haj-Ali, R.2
  • 10
    • 33644606176 scopus 로고    scopus 로고
    • Analysis for creep behavior and collapse of thick-section composite structures
    • Muliana A.H., and Haj-Ali R.M. Analysis for creep behavior and collapse of thick-section composite structures. Compos. Struct. 73 3 (2006) 331-341
    • (2006) Compos. Struct. , vol.73 , Issue.3 , pp. 331-341
    • Muliana, A.H.1    Haj-Ali, R.M.2
  • 12
    • 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. Delamination prediction in composite beams with built-in piezoelectric devices using modal analysis and neural network. Smart Mater. Struct. 5 3 (1996) 338-347
    • (1996) Smart Mater. Struct. , vol.5 , Issue.3 , pp. 338-347
    • Okafor, A.C.1    Chandrashekhara, K.2    Jiang, Y.P.3
  • 13
    • 0032673506 scopus 로고    scopus 로고
    • Optimization of material composition of FGM hollow circular cylinder under thermal loading: A neural network approach
    • Ootao Y., Tanigawa Y., and Nakamura T. Optimization of material composition of FGM hollow circular cylinder under thermal loading: A neural network approach. Compos. Part B: Eng. 30 4 (1999) 415-422
    • (1999) Compos. Part B: Eng. , vol.30 , Issue.4 , pp. 415-422
    • Ootao, Y.1    Tanigawa, Y.2    Nakamura, T.3
  • 14
    • 0027642457 scopus 로고
    • Material model for composites using neural networks
    • Pidaparti R.M.V., and Palakal M.J. Material model for composites using neural networks. AIAA Journal 31 8 (1993) 1533-1535
    • (1993) AIAA Journal , vol.31 , Issue.8 , pp. 1533-1535
    • Pidaparti, R.M.V.1    Palakal, M.J.2
  • 16
    • 0036602208 scopus 로고    scopus 로고
    • Dynamic mechanical properties of PTFE based short carbon fibre reinforced composites: Experiment and artificial neural network prediction
    • Zhang Z., Klein P., and Friedrich K. Dynamic mechanical properties of PTFE based short carbon fibre reinforced composites: Experiment and artificial neural network prediction. Compos. Sci. Technol. 62 7-8 (2002) 1001-1009
    • (2002) Compos. Sci. Technol. , vol.62 , Issue.7-8 , pp. 1001-1009
    • Zhang, Z.1    Klein, P.2    Friedrich, K.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.