메뉴 건너뛰기




Volumn 10, Issue 4, 2012, Pages 298-308

Combining genetic algorithms and the finite element method to improve steel industrial processes

Author keywords

Finite element method; Genetic algorithm; Industrial steel process; Optimisation problem; Soft computing

Indexed keywords

APPROPRIATE MODELS; AUTOMATED METHODS; BEST VALUE; INDUSTRIAL PROCESSS; INDUSTRIAL STEEL; MATERIAL BEHAVIOUR; OPERATIONAL PARAMETERS; OPTIMAL CONTROLS; OPTIMISATIONS; STEEL MATERIALS;

EID: 84869503640     PISSN: 15708683     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jal.2012.07.006     Document Type: Conference Paper
Times cited : (10)

References (52)
  • 1
    • 53949086490 scopus 로고    scopus 로고
    • Optimization methods for the tube hydroforming process applied to advanced high-strength steels with experimental verification
    • N. Abedrabbo, M. Worswick, R. Mayer, and I. van Riemsdijk Optimization methods for the tube hydroforming process applied to advanced high-strength steels with experimental verification Journal of Materials Processing Technology 209 2009 110 123
    • (2009) Journal of Materials Processing Technology , vol.209 , pp. 110-123
    • Abedrabbo, N.1    Worswick, M.2    Mayer, R.3    Van Riemsdijk, I.4
  • 2
    • 30044450772 scopus 로고    scopus 로고
    • Using genetic algorithm and artificial neural network analyses to design an Al-Si casting alloy of minimum porosity
    • S.M. Anijdan, A. Bahrami, H.M. Hosseini, and A. Shafyei Using genetic algorithm and artificial neural network analyses to design an Al-Si casting alloy of minimum porosity Materials & Design 27 2006 605 609
    • (2006) Materials & Design , vol.27 , pp. 605-609
    • Anijdan, S.M.1    Bahrami, A.2    Hosseini, H.M.3    Shafyei, A.4
  • 3
    • 0035341469 scopus 로고    scopus 로고
    • Structural shape optimization 3D nite-element models based on genetic algorithms and geometric modeling
    • W. Annicchiarico, and M. Cerrolaza Structural shape optimization 3D nite-element models based on genetic algorithms and geometric modeling Finite Elements in Analysis and Design 37 2001 403 415
    • (2001) Finite Elements in Analysis and Design , vol.37 , pp. 403-415
    • Annicchiarico, W.1    Cerrolaza, M.2
  • 9
    • 84869495726 scopus 로고    scopus 로고
    • A soft computing system for modelling the manufacture of steel components
    • M. Kurzynski, M. Wozniak, Advances in Intelligent and Soft Computing Springer Berlin, Heidelberg
    • A. Bustillo, J. Sedano, L. Curiel, J. Villar, and E. Corchado A soft computing system for modelling the manufacture of steel components M. Kurzynski, M. Wozniak, Computer Recognition Systems 3 Advances in Intelligent and Soft Computing vol. 57 2009 Springer Berlin, Heidelberg 601 609
    • (2009) Computer Recognition Systems 3 , vol.57 , pp. 601-609
    • Bustillo, A.1    Sedano, J.2    Curiel, L.3    Villar, J.4    Corchado, E.5
  • 10
    • 0022604479 scopus 로고
    • Time-independent constitutive theories for cyclic plasticity
    • J.L. Chaboche Time-independent constitutive theories for cyclic plasticity International Journal of Plasticity 2 1986 149 188
    • (1986) International Journal of Plasticity , vol.2 , pp. 149-188
    • Chaboche, J.L.1
  • 11
    • 79958137406 scopus 로고    scopus 로고
    • Development of hybrid evolutionary algorithms for production scheduling of hot strip mill
    • Y.W. Chen, Y.Z. Lu, M. Ge, G.K. Yang, and C.C. Pan Development of hybrid evolutionary algorithms for production scheduling of hot strip mill Computers and Operations Research 39 2012 339 349
    • (2012) Computers and Operations Research , vol.39 , pp. 339-349
    • Chen, Y.W.1    Lu, Y.Z.2    Ge, M.3    Yang, G.K.4    Pan, C.C.5
  • 13
    • 80053022858 scopus 로고    scopus 로고
    • Process optimal design in metal forming by double-objective genetic algorithm
    • J.S. Chung, S.M. Byon, H.J. Kim, and S.M. Hwang Process optimal design in metal forming by double-objective genetic algorithm Transactions on NAMRI/SME XXVII 2000 51 56
    • (2000) Transactions on NAMRI/SME , vol.26 , pp. 51-56
    • Chung, J.S.1    Byon, S.M.2    Kim, H.J.3    Hwang, S.M.4
  • 15
    • 78751621903 scopus 로고    scopus 로고
    • Neural visualization of network traffic data for intrusion detection
    • E. Corchado, and A. Herrero Neural visualization of network traffic data for intrusion detection Applied Soft Computing 11 2010 2042 2056
    • (2010) Applied Soft Computing , vol.11 , pp. 2042-2056
    • Corchado, E.1    Herrero, A.2
  • 18
    • 0032327110 scopus 로고    scopus 로고
    • A combined genetic and eigensensitivity algorithm for the location of damage in structures
    • M.I. Friswell, J.E.T. Pennyb, and S.D. Garvey A combined genetic and eigensensitivity algorithm for the location of damage in structures Computers and Structures 69 1998 547 556
    • (1998) Computers and Structures , vol.69 , pp. 547-556
    • Friswell, M.I.1    Pennyb, J.E.T.2    Garvey, S.D.3
  • 19
    • 69549084456 scopus 로고    scopus 로고
    • Using genetic algorithm-back propagation neural network prediction and finite-element model simulation to optimize the process of multiple-step incremental air-bending forming of sheet metal
    • Z. Fu, J. Mo, L. Chen, and W. Chen Using genetic algorithm-back propagation neural network prediction and finite-element model simulation to optimize the process of multiple-step incremental air-bending forming of sheet metal Materials & Design 31 2010 267 277
    • (2010) Materials & Design , vol.31 , pp. 267-277
    • Fu, Z.1    Mo, J.2    Chen, L.3    Chen, W.4
  • 21
    • 14844362543 scopus 로고    scopus 로고
    • Identification of mechanical properties in laminated composite plates using genetic algorithm
    • N. Garshasbinia, and J.E. Jam Identification of mechanical properties in laminated composite plates using genetic algorithm Iranian Polymer Journal 14 2005 39 46
    • (2005) Iranian Polymer Journal , vol.14 , pp. 39-46
    • Garshasbinia, N.1    Jam, J.E.2
  • 22
    • 70450164048 scopus 로고    scopus 로고
    • Recursive genetic algorithm-finite element method technique for the solution of transformer manufacturing cost minimisation problem
    • P. Georgilakis Recursive genetic algorithm-finite element method technique for the solution of transformer manufacturing cost minimisation problem IET Electric Power Applications 3 6 2009 514 519
    • (2009) IET Electric Power Applications , vol.3 , Issue.6 , pp. 514-519
    • Georgilakis, P.1
  • 26
    • 67349171856 scopus 로고    scopus 로고
    • Non-linear FEM analysis of earthquake-induced pounding between the main building and the stairway tower of the olive view hospital
    • R. Jankowski Non-linear FEM analysis of earthquake-induced pounding between the main building and the stairway tower of the olive view hospital Engineering Structures 31 2009 1851 1864
    • (2009) Engineering Structures , vol.31 , pp. 1851-1864
    • Jankowski, R.1
  • 27
    • 78751626570 scopus 로고    scopus 로고
    • Intelligent process modeling and optimization of die-sinking electric discharge machining
    • S. Joshi, and S. Pande Intelligent process modeling and optimization of die-sinking electric discharge machining Applied Soft Computing 11 2011 2743 2755
    • (2011) Applied Soft Computing , vol.11 , pp. 2743-2755
    • Joshi, S.1    Pande, S.2
  • 30
    • 79955636211 scopus 로고    scopus 로고
    • Modified genetic algorithms for manufacturing process planning in multiple parts manufacturing lines
    • F. Musharavati, and A.S.M. Hamouda Modified genetic algorithms for manufacturing process planning in multiple parts manufacturing lines Expert Systems with Applications 38 2011 10770 10779
    • (2011) Expert Systems with Applications , vol.38 , pp. 10770-10779
    • Musharavati, F.1    Hamouda, A.S.M.2
  • 31
    • 13844311429 scopus 로고    scopus 로고
    • Evolutionary computing in manufacturing industry: An overview of recent applications
    • V. Oduguwa, A. Tiwari, and R. Roy Evolutionary computing in manufacturing industry: an overview of recent applications Applied Soft Computing 5 2005 281 299
    • (2005) Applied Soft Computing , vol.5 , pp. 281-299
    • Oduguwa, V.1    Tiwari, A.2    Roy, R.3
  • 35
    • 79551559924 scopus 로고    scopus 로고
    • Optimising tension levelling process by means of genetic algorithms and finite element method
    • F.J.M. de Pison, R. Lostado, A.V. Pernia, and R. Fernandez Optimising tension levelling process by means of genetic algorithms and finite element method Ironmaking & Steelmaking 38 2011 45 52
    • (2011) Ironmaking & Steelmaking , vol.38 , pp. 45-52
    • De Pison, F.J.M.1    Lostado, R.2    Pernia, A.V.3    Fernandez, R.4
  • 36
    • 84869494321 scopus 로고    scopus 로고
    • Book review: Evolutionary computation in bioinformatics
    • M.L. Raymer Book review: Evolutionary computation in bioinformatics Genetic Programming and Evolvable Machines 6 2005 229 230
    • (2005) Genetic Programming and Evolvable Machines , vol.6 , pp. 229-230
    • Raymer, M.L.1
  • 38
    • 0142248195 scopus 로고    scopus 로고
    • Mathematical modeling and optimization strategies (genetic algorithm and knowledge base) applied to the continuous casting of steel
    • C.A. Santos, J.A. Spim, and A. Garcia Mathematical modeling and optimization strategies (genetic algorithm and knowledge base) applied to the continuous casting of steel Engineering Applications of Artificial Intelligence 16 2003 511 527
    • (2003) Engineering Applications of Artificial Intelligence , vol.16 , pp. 511-527
    • Santos, C.A.1    Spim, J.A.2    Garcia, A.3
  • 39
    • 1842533922 scopus 로고    scopus 로고
    • The use of artificial intelligence technique for the optimisation of process parameters used in the continuous casting of steel
    • C.A. Santos, J.A. Spim, M.C.F. Ierardi, and A. Garcia The use of artificial intelligence technique for the optimisation of process parameters used in the continuous casting of steel Applied Mathematical Modelling 26 2002 1077 1092
    • (2002) Applied Mathematical Modelling , vol.26 , pp. 1077-1092
    • Santos, C.A.1    Spim, J.A.2    Ierardi, M.C.F.3    Garcia, A.4
  • 40
    • 0035480054 scopus 로고    scopus 로고
    • Residual stress formation during the roller straightening of railway rails
    • G. Schleinzer, and F.D. Fischer Residual stress formation during the roller straightening of railway rails International Journal of Mechanical Sciences 43 2001 2281 2295
    • (2001) International Journal of Mechanical Sciences , vol.43 , pp. 2281-2295
    • Schleinzer, G.1    Fischer, F.D.2
  • 42
    • 0035504131 scopus 로고    scopus 로고
    • Heat treatment optimization for 7175 aluminum alloy by genetic algorithm
    • R.G. Song, and Q.Z. Zhang Heat treatment optimization for 7175 aluminum alloy by genetic algorithm Materials Science and Engineering: C 17 2001 133 137
    • (2001) Materials Science and Engineering: C , vol.17 , pp. 133-137
    • Song, R.G.1    Zhang, Q.Z.2
  • 43
    • 0034220782 scopus 로고    scopus 로고
    • Optimization of radial active magnetic bearings using the finite element technique and the differential evolution algorithm
    • G. Stumberger, D. Dolinar, U. Palmer, and K. Hameyer Optimization of radial active magnetic bearings using the finite element technique and the differential evolution algorithm IEEE Transactions on Magnetics 36 2000 1009 1013
    • (2000) IEEE Transactions on Magnetics , vol.36 , pp. 1009-1013
    • Stumberger, G.1    Dolinar, D.2    Palmer, U.3    Hameyer, K.4
  • 47
    • 42249098875 scopus 로고    scopus 로고
    • Rolling system design using evolutionary sequential process optimization
    • A. Tiwari, V. Oduguwa, and R. Roy Rolling system design using evolutionary sequential process optimization IEEE Transactions on Evolutionary Computation 12 2 2008 196 202
    • (2008) IEEE Transactions on Evolutionary Computation , vol.12 , Issue.2 , pp. 196-202
    • Tiwari, A.1    Oduguwa, V.2    Roy, R.3
  • 48
    • 78650927684 scopus 로고    scopus 로고
    • Shock enhancement of aluminum foam under impact loading using FEM simulations
    • X. Xiang, Y. Li, T. Suo, and B. Hou Shock enhancement of aluminum foam under impact loading using FEM simulations Advanced Materials Research 160-162 2011 1077 1082
    • (2011) Advanced Materials Research , vol.160-162 , pp. 1077-1082
    • Xiang, X.1    Li, Y.2    Suo, T.3    Hou, B.4
  • 49
    • 70349661705 scopus 로고    scopus 로고
    • The use of finite element methods and genetic algorithms in search of an optimal fabric reinforced porous graft system
    • M. Yeoman, B. Reddy, H. Bowles, P. Zilla, D. Bezuidenhout, and T. Franz The use of finite element methods and genetic algorithms in search of an optimal fabric reinforced porous graft system Annals of Biomedical Engineering 37 2009 2266 2287
    • (2009) Annals of Biomedical Engineering , vol.37 , pp. 2266-2287
    • Yeoman, M.1    Reddy, B.2    Bowles, H.3    Zilla, P.4    Bezuidenhout, D.5    Franz, T.6
  • 50
    • 0345102493 scopus 로고    scopus 로고
    • Computer-aided process design for the tension levelling of metallic strips
    • F. Yoshida, and M. Urabe Computer-aided process design for the tension levelling of metallic strips Journal of Materials Processing Technology 89-90 1999 218 223
    • (1999) Journal of Materials Processing Technology , vol.89-90 , pp. 218-223
    • Yoshida, F.1    Urabe, M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.