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Artificial intelligence and virtual environment application for materials design methodology

Treść / Zawartość
Identyfikatory
Warianty tytułu
Języki publikacji
EN
Abstrakty
EN
The purpose of this study is to develop a methodology for material design. This methogology will enabling the selection of production descriptors to ensure the required mechanical properties of structural steels specified by the designer of machinery and equipment. The selection is performed by using a computational model developed with use of artificial intelligence methods and virtual environment. The model is designed to provide impact examinations of these factors on the mechanical properties of steel only in the computing environment. Virtual computing environment allows full usage of the developed intelligent model of non-alloy and alloy structural steel properties and provides an easy, intuitive and user-friendly way to designate these properties for products after heat and plastic treatment. Also, very easy is the determination of chemical composition, treatment conditions and geometric dimensions on the basis of the steels mechanical properties. The proposed solutions allow the usage of developed virtual environment as a new medium in both, the scientific work performed remotely, as well as in education during classes. It is also possible the extension of this model to other groups of materials, not just for steel.
Rocznik
Strony
102--119
Opis fizyczny
Bibliogr. 54 poz., tab., rys.
Twórcy
  • Institute of Engineering Materials and Biomaterials, Silesian University of Technology, ul. Konarskiego 18a, 44-100 Gliwice
autor
  • Institute of Engineering Materials and Biomaterials, Silesian University of Technology, ul. Konarskiego 18a, 44-100 Gliwice
Bibliografia
  • [1] HONYSZ R.,2010, Materials design methodology with use of materials science virtual laboratory, PhD thesis, Institute Of Engineering Materials and Biomaterials, Silesian University of Technology, in Polish.
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  • [4] DOBRZAŃSKI L.A., KOWALSKI M., MADEJSKI J., 2005, Methodology of the mechanical properties prediction for the metallurgical products from the engineering steels using the artificial intelligence methods, Journal of Materials Processing Technology, 164-165, 1500-1509.
  • [5] DOBRZAŃSKI L.A., HONYSZ R., 2009, Analysis system of the influence of chemical compositions, the parameters of the heat and plastic treatment on mechanical properties of structural steels, XXXVII Materials Science school, Kraków, 385-391.
  • [6] DOBRZAŃSKI L.A., HONYSZ R., 2007, Application of materials science virtual laboratory in traditional and distance learning, Proceedings of V Polish-Ukrainian Young Scientists Conference, Bukowina Tatrzańska.
  • [7] DOBRZAŃSKI L.A., 2006, Engineering Materials and materials design. Fundamentals of materials science and physical metallurgy, WNT, Warsaw-Gliwice, in Polish.
  • [8] DOBRZAŃSKI L.A., 2009,. Fundamentals of material design methodology, Silesian University of Technology Publishing, Gliwice, in Polish.
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  • [14] ASHBY M.F., Materials selection in engineering design, WNT, Warszawa, in Polish.
  • [15] DOBRZAŃSKI L.A., HONYSZ R., 2007, Materials science virtual laboratory as an example of the computer aid in materials engineering, Journal Of Achievements in Materials and Manufacturing Engineering, 24/2, 219-222.
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  • [20] DOBRZAŃSKI L.A., HONYSZ R., 2009, Application of artificial neural networks in modelling of normalised structural steels mechanical properties, Journal of Achievements in Materials and Manufacturing Engineering, 32/1, 37-45.
  • [21] DOBRZAŃSKI L.A., HONYSZ R., 2010, Application of artificial neural networks in modelling of quenched and tempered structural steels mechanical properties, Journal of Achievements in Materials and Manufacturing Engineering, 40/1, 50-57.
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  • [26] DOBRZAŃSKI L.A., HONYSZ R., 2007, Building methodology of virtual laboratory posts for materials science virtual laboratory purposes, Archives of Materials Science and Engineering, 28/1, 695-700.
  • [27] DOBRZAŃSKI L.A., HONYSZ R., 2009, Computer modelling system of the chemical composition and treatment parameters influence on mechanical properties of structural steels, Journal Of Achievements in Materials and Manufacturing Engineering, 36/2, 119-126.
  • [28] DOBRZAŃSKI L.A., HONYSZ R., FASSOIS S., 2006, Fassois, On the identification of composite beam dynamics based upon experimental data, Journal of Achievements in Materials and Manufacturing Engineering, 16/1-2, 429-432.
  • [29] DOBRZAŃSKI L.A., HONYSZ R., 2007, Development of the virtual light microscope for a material science virtual laboratory, Journal Of Achievements in Materials and Manufacturing Engineering, 20/1-2, 571-574.
  • [30] DOBRZAŃSKI L.A., HONYSZ R., 2008, Materials science virtual laboratory - innovatory didactic tool in the teaching of material engineering performed by traditional and e-learning methods, Acta Mechanica Et Automatica, 2/4, 5-10.
  • [31] DOBRZAŃSKI L.A., HONYSZ R., 2008, The significance of multimedia didactic aids in the informative society, Archives of Materials Science and Engineering, 32/2, 117-120.
  • [32] DOBRZAŃSKI L.A., HONYSZ R., 2009, On the implementation of virtual machines in computer aided education, Journal of Materials Education, 31/1-2, 131-140.
  • [33] DOBRZAŃSKI L.A., HONYSZ R., 2010, The idea of material science virtual laboratory, Journal of Achievements in Materials and Manufacturing Engineering, 42/1-2, 196-203.
  • [34] DOBRZAŃSKI L.A., JAGIEŁŁO A., HONYSZ R., 2008, Virtual tensile test machine as an example of material science virtual laboratory post, Journal Of Achievements in Materials and Manufacturing Engineering, 27/2, 207-210.
  • [35] DOBRZAŃSKI L.A., 2006, Engineering materials and materials design. Fundamentals of materials science and physical metallurgy, WNT, Warsaw - Gliwice, in Polish.
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  • [38] ADAMCZYK J., 1999, Theoretical Metallurgy, part 2: plastic deformation, strengthening and cracking. Silesian University of Technology Publishing, Gliwice, in Polish.
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  • [49] PN-EN 10020:2003, Definition and Classification of Grades of Steel.
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  • [54] PN-EN 10084:2008, Case hardening steels. Technical delivery conditions
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-9f7b9dbf-12ce-4449-bbfa-25b28dde9130
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