메뉴 건너뛰기




Volumn 166, Issue 3, 2005, Pages 392-397

A comparative study of some network approaches to predict the effect of the reinforcement content on the hot strength of Al-base composites

Author keywords

Artificial neural network (ANN); Metal matrix composite (MMC); Modeling; Neuro fuzzy; Radial base function (RBF); Reinforcement

Indexed keywords

ACTIVATION ENERGY; ALUMINUM; COMPUTER SIMULATION; DEFORMATION; FUZZY SETS; NEURAL NETWORKS; REINFORCEMENT; STRENGTH OF MATERIALS;

EID: 23844477281     PISSN: 09240136     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jmatprotec.2004.08.028     Document Type: Article
Times cited : (12)

References (31)
  • 1
    • 0020816026 scopus 로고
    • Analysis of properties of fiber composites with isotropic constituents
    • Z. Hashin Analysis of properties of fiber composites with isotropic constituents J. Appl. Mech. 50 1983 481 505
    • (1983) J. Appl. Mech. , vol.50 , pp. 481-505
    • Hashin, Z.1
  • 2
    • 33747862408 scopus 로고
    • A micromechanical model to predict the strength of fibrous composite materials
    • S. Torquato A micromechanical model to predict the strength of fibrous composite materials Appl. Mech. Rev. 44 1991 37 76
    • (1991) Appl. Mech. Rev. , vol.44 , pp. 37-76
    • Torquato, S.1
  • 3
    • 22244441649 scopus 로고
    • Macromechanical properties of unidirectional composite lamina as affected by its constituents
    • G.W. Milton Macromechanical properties of unidirectional composite lamina as affected by its constituents Phys. Rev. Lett. 46 1981 542 545
    • (1981) Phys. Rev. Lett. , vol.46 , pp. 542-545
    • Milton, G.W.1
  • 4
    • 0026394836 scopus 로고
    • The influence of particle shape and size on thermal properties of metal matrix composites
    • L.C. Davis The influence of particle shape and size on thermal properties of metal matrix composites Metall. Trans. A 22A 1991 3065 3067
    • (1991) Metall. Trans. A , vol.22 , pp. 3065-3067
    • Davis, L.C.1
  • 5
    • 0004520231 scopus 로고    scopus 로고
    • The hot deformation behavior of the aluminum alloy AA2014 and AA2014-SiC metal matrix composites during forging
    • University of Applied Sciences, Amman, Jordan
    • I.S. Jalham, and T.N. Baker The hot deformation behavior of the aluminum alloy AA2014 and AA2014-SiC metal matrix composites during forging Proceedings of the third Jordanian Mechanical and Industrial Engineering conference University of Applied Sciences, Amman, Jordan 9-12 May 1999 583 609
    • (1999) Proceedings of the Third Jordanian Mechanical and Industrial Engineering Conference , pp. 583-609
    • Jalham, I.S.1    Baker, T.N.2
  • 6
    • 23844508946 scopus 로고    scopus 로고
    • The effect of stress, strain, and temperature distribution within the deformed specimen predicted by FEM on the macro and microstructures developed by hot deformation in AA2014 Al-base alloy
    • University of Applied Sciences, Amman, Jordan
    • I.S. Jalham, and T.N. Baker The effect of stress, strain, and temperature distribution within the deformed specimen predicted by FEM on the macro and microstructures developed by hot deformation in AA2014 Al-base alloy Proceedings of the third Jordanian Mechanical and Industrial Engineering conference University of Applied Sciences, Amman, Jordan 9-12 May 1999 611 634
    • (1999) Proceedings of the Third Jordanian Mechanical and Industrial Engineering Conference , pp. 611-634
    • Jalham, I.S.1    Baker, T.N.2
  • 7
    • 0000430644 scopus 로고
    • Residual stresses and their effect on the deformation in particule-reinforced metal matrix composites
    • L.C. Davis, and J.E. Allison Residual stresses and their effect on the deformation in particule-reinforced metal matrix composites Metall. Trans. A 24A 1993 2487 2496
    • (1993) Metall. Trans. A , vol.24 , pp. 2487-2496
    • Davis, L.C.1    Allison, J.E.2
  • 8
    • 0006348061 scopus 로고
    • Residual stresses in composites: Measurement, modeling, and thermomechanical modeling
    • San Francisco, CA
    • L.C. Davis, and J.E. Allison Residual stresses in composites: measurement, modeling, and thermomechanical modeling Proceedings of the ASME Winter Annual Meeting San Francisco, CA 12-17 November 1995
    • (1995) Proceedings of the ASME Winter Annual Meeting
    • Davis, L.C.1    Allison, J.E.2
  • 9
    • 0027869269 scopus 로고
    • T. Chandra, A.B. Dhinra (Eds.), Hot Deformation Mechanisms in 10 vol.% Al2O3 Particle Reinforced 6061 Al Matrix Composites Warrendale, PA, TMS
    • H.J. McQueen, P. Sakaris, J. Bowles, in: T. Chandra, A.B. Dhinra (Eds.), Hot Deformation Mechanisms in 10 vol.% Al2O3 Particle Reinforced 6061 Al Matrix Composites, Proceedings of the Conference on Advanced Composites 1993. Warrendale, PA, TMS, 1993, pp. 1193-1198.
    • (1993) Proceedings of the Conference on Advanced Composites 1993 , pp. 1193-1198
    • McQueen, H.J.1    Sakaris, P.2    Bowles, J.3
  • 10
    • 0027804622 scopus 로고
    • T., Chandra, A.B., Dhinra, (Eds.), Quantitative Assessment of Fracture During Hot Deformation of Metal Matrix Composites Warrendale, PA, TMS
    • A. Razaghian, D.Yu, T. Chandra, in: T., Chandra, A.B., Dhinra, (Eds.), Quantitative Assessment of Fracture During Hot Deformation of Metal Matrix Composites, Proceedings of the Conference on Advanced Composites 1993. Warrendale, PA, TMS, 1993, pp. 1067-1071.
    • (1993) Proceedings of the Conference on Advanced Composites 1993 , pp. 1067-1071
    • Razaghian, A.1    Yu, D.2    Chandra, T.3
  • 11
    • 4243250426 scopus 로고
    • The effect of temperature on the fracture mechanism in Al base metal matrix composites
    • D. YU, and T. Ghandra The effect of temperature on the fracture mechanism in Al base metal matrix composites Mater. Sci. Forum 113-115 1993 563 568
    • (1993) Mater. Sci. Forum , vol.113-115 , pp. 563-568
    • Yu, D.1    Ghandra, T.2
  • 12
    • 0002781405 scopus 로고
    • T. Chandra, A.B. Dhinra, Dynamic Recrystallization and Recovery in Al Base Metal Matrix Composites TMS, Warrendale, PA
    • D. Yu, T. Ghandra, in: T. Chandra, A.B. Dhinra, Dynamic Recrystallization and Recovery in Al Base Metal Matrix Composites, Proceedings of the Conference on Advanced Composites 1993. TMS, Warrendale, PA, 1993, pp. 1073-1077.
    • (1993) Proceedings of the Conference on Advanced Composites 1993 , pp. 1073-1077
    • Yu, D.1    Ghandra, T.2
  • 13
    • 0027800253 scopus 로고
    • Stress state dependence of strain hardening behavior in Al base metal matrix composites
    • T. Chandra, A.B. Dhinra (Eds.) TMS, Warrendale, PA
    • A. Alunni, E. Cerri, E. Evangelista, A. Forcellese, Stress state dependence of strain hardening behavior in Al base metal matrix composites, in: T. Chandra, A.B. Dhinra (Eds.), Proceedings of the Conference on Advanced Composites 1993. TMS, Warrendale, PA, 1993, pp. 1079-1085.
    • (1993) Proceedings of the Conference on Advanced Composites 1993 , pp. 1079-1085
    • Alunni, A.1    Cerri, E.2    Evangelista, E.3    Forcellese, A.4
  • 14
    • 0001827227 scopus 로고
    • A study of hotworking behavior of SiC-Al alloy composites and their matrix alloys deformed by hot forging
    • Elsevier Applied Science, London
    • P. Jarry, W. Lone, and J. Bounvaist A study of hotworking behavior of SiC-Al alloy composites and their matrix alloys deformed by hot forging Proceedings of the Sixth Conference on Composite Materials Elsevier Applied Science, London 1987 350 361
    • (1987) Proceedings of the Sixth Conference on Composite Materials , pp. 350-361
    • Jarry, P.1    Lone, W.2    Bounvaist, J.3
  • 15
    • 0027882830 scopus 로고
    • T., Chandra, A.B., Dhinra (Eds.), Hot deformation behavior of 6061-SiC composites synthesized by casting route TMS, Warrendale, PA
    • J. Sarkar, M.K. Surappa, in: T., Chandra, A.B., Dhinra (Eds.), Hot deformation behavior of 6061-SiC composites synthesized by casting route, Proceedings of the Sixth Conference on Advanced Composites 1993, TMS, Warrendale, PA, 1993, pp. 1051-1054.
    • (1993) Proceedings of the Sixth Conference on Advanced Composites 1993 , pp. 1051-1054
    • Sarkar, J.1    Surappa, M.K.2
  • 17
    • 0025465394 scopus 로고
    • High temperature slow strain rate compression studies on CoAl TiB2 composite
    • S.K. Mannan, K.S. Kumar, and J.D. Whittenberger High temperature slow strain rate compression studies on CoAl TiB2 composite Metall. Trans. A 21A 1990 2179 2188
    • (1990) Metall. Trans. A , vol.21 , pp. 2179-2188
    • Mannan, S.K.1    Kumar, K.S.2    Whittenberger, J.D.3
  • 19
    • 0002437006 scopus 로고    scopus 로고
    • Study of the hot strength of steel using different macromechanical models
    • Y.J. Hwwu, Y.T. Pan, and J.G. Lenard Study of the hot strength of steel using different macromechanical models Steel Res. 67 1996 59
    • (1996) Steel Res. , vol.67 , pp. 59
    • Hwwu, Y.J.1    Pan, Y.T.2    Lenard, J.G.3
  • 20
    • 0032303493 scopus 로고    scopus 로고
    • Modeling the effect of carbon content on hot strength of steel using a modified artificial neural network
    • L.X. Kong, P.D. Hodgson, and D.C. Collinson Modeling the effect of carbon content on hot strength of steel using a modified artificial neural network ISIJ Int. 38 10 1998 1121 1129
    • (1998) ISIJ Int. , vol.38 , Issue.10 , pp. 1121-1129
    • Kong, L.X.1    Hodgson, P.D.2    Collinson, D.C.3
  • 21
    • 0036568755 scopus 로고    scopus 로고
    • Selecting an artificial neural network for efficient modeling and accurate simulation of the milling process
    • J.F. Briceno, H. El-Mounayri, and S. Marhopadhyay Selecting an artificial neural network for efficient modeling and accurate simulation of the milling process Int. J. Mech. Tools Manuf. 42 2002 663 674
    • (2002) Int. J. Mech. Tools Manuf. , vol.42 , pp. 663-674
    • Briceno, J.F.1    El-Mounayri, H.2    Marhopadhyay, S.3
  • 22
    • 0033078679 scopus 로고    scopus 로고
    • Using neural networks to predict parameters in the hot working of aluminum alloys
    • M.S. Chan, J. Biglou, J.G. Lenard, and J.G. Kim Using neural networks to predict parameters in the hot working of aluminum alloys J. Mater. Process. Technol. 86 1999 245 251
    • (1999) J. Mater. Process. Technol. , vol.86 , pp. 245-251
    • Chan, M.S.1    Biglou, J.2    Lenard, J.G.3    Kim, J.G.4
  • 23
    • 0035394149 scopus 로고    scopus 로고
    • Modeling the effect of the hot deformation parameters on the strength of Al-base metal matrix composites by the use of radial base function network
    • I.S. Jalham, and M. Barghash Modeling the effect of the hot deformation parameters on the strength of Al-base metal matrix composites by the use of radial base function network J. Compos. Sci. Technol. 61 9 2001 1225 1231
    • (2001) J. Compos. Sci. Technol. , vol.61 , Issue.9 , pp. 1225-1231
    • Jalham, I.S.1    Barghash, M.2
  • 24
    • 27544469891 scopus 로고
    • Review paper on approximation methods
    • RMCSN, Shrivenham, 1985 and in the Twelfth Biennial Numerical Analysis Conference, Dundee
    • M.I.D. Powell, Review paper on approximation methods, Proceedings of the IMA Conference on Algorithms for Approximation of Functions and Data, RMCSN, Shrivenham, 1985 and in the Twelfth Biennial Numerical Analysis Conference, Dundee, 1987, pp. 223-241.
    • (1987) Proceedings of the IMA Conference on Algorithms for Approximation of Functions and Data , pp. 223-241
    • Powell, M.I.D.1
  • 25
    • 34250122797 scopus 로고
    • Interpolation of scattered data: Distance matrices and conditionally positive definite functions
    • C.A. Micchelli Interpolation of scattered data: distance matrices and conditionally positive definite functions Constructive Approximation 2 1986 11 22
    • (1986) Constructive Approximation , vol.2 , pp. 11-22
    • Micchelli, C.A.1
  • 26
    • 0037213597 scopus 로고    scopus 로고
    • Modelling capability of the artificial neural network to predict the effect of the hot deformation parameters on the strength of Al-base metal matrix composites
    • I.S. Jalham Modelling capability of the artificial neural network to predict the effect of the hot deformation parameters on the strength of Al-base metal matrix composites J. Compos. Sci. Technol. 63 2003 63 67
    • (2003) J. Compos. Sci. Technol. , vol.63 , pp. 63-67
    • Jalham, I.S.1
  • 27
    • 0000621802 scopus 로고
    • Multivariable functional interpolation and adaptive networks
    • D.S. Broomhead, and D. Lowe Multivariable functional interpolation and adaptive networks J. Complex Syst. 2 1988 321 355
    • (1988) J. Complex Syst. , vol.2 , pp. 321-355
    • Broomhead, D.S.1    Lowe, D.2
  • 28
    • 0025669403 scopus 로고
    • Practical identification of NARMAX models using radial basis function
    • S. Chen, S.A. Billings, C.F.N. Cowan, and P.M. Grant Practical identification of NARMAX models using radial basis function Int. J. Control 52 6 1990 1327 1350
    • (1990) Int. J. Control , vol.52 , Issue.6 , pp. 1327-1350
    • Chen, S.1    Billings, S.A.2    Cowan, C.F.N.3    Grant, P.M.4
  • 29
    • 0027601884 scopus 로고
    • ANFIS: Adaptive-network-based fuzzy inference systems
    • J.-S.R. Jang ANFIS: adaptive-network-based fuzzy inference systems IEEE Trans. Syst. Man Cybern. 23 1993 665 685
    • (1993) IEEE Trans. Syst. Man Cybern. , vol.23 , pp. 665-685
    • Jang, J.-S.R.1
  • 30
    • 33947602485 scopus 로고
    • Neural Networks in designing fuzzy systems for real word applications
    • S.K. Halgamuge, and M. Glesner Neural Networks in designing fuzzy systems for real word applications Fuzzy Sets Syst. 65 1994 1 12
    • (1994) Fuzzy Sets Syst. , vol.65 , pp. 1-12
    • Halgamuge, S.K.1    Glesner, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.