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Warianty tytułu
Języki publikacji
Abstrakty
In this paper, the equations applied for the purpose of the calculations of the hardness of continuously cooled structural steels upon the basis of the temperature of austenitizing. The independent variables of the hardness model were: the mass concentrations of elements, the austenitizing temperature and the cooling rate. The equations were developed with the application of the following methods: multiple regression and logistic regression. In this paper, attention was paid to preparing data for the purpose of calculations, to the methodology of the calculations, and also to the assessment of the quality of developed formulas. The collection of empirical data was prepared upon the basis of more than 500 CCT diagrams.
Słowa kluczowe
Wydawca
Czasopismo
Rocznik
Tom
Strony
1297--1302
Opis fizyczny
Bibliogr. 23 poz., rys., tab., wykr., wzory
Twórcy
autor
- Silesian University of Technology, Institute of Engineering Materials and Biomaterials, 18A Konarskiego Str., 44-100 Gliwice. Poland
Bibliografia
- [1] L. A. Dobrzański, J. Trzaska, A. D. Dobrzańska-Danikiewicz, Use of Neuronal Networks and Artificial Inteligence Tools for Modeling, in: S. Hashmi (Ed.)- Comprehensive Materials
- Processing, Elsevier Science & Technology (2014).
- [2] L. A. Dobrzański, T. Tański, J. Trzaska, Mater. Sci. Forum 638. 1488-1493 (2010).
- [3] Sitek W., Trans. Famena 34, (3), 39-46 (2010).
- [4] L. A. Dobrzański, T. Tański, J. Trzaska, L. Cizek, Journal of Achievements in Materials and Manufacturing Engineering 26, (2), 187-190 (2008).
- [5] L. A. Dobrzański, W. Sitek, J. Mater. Process. Tech. 90, 467-472(1999).
- [6] L. A. Dobrzański, W. Sitek, W. Krupiński, J. Mater. Process. Tech. 157, 102-106 (2004).
- [7] P. J. Van der Wołk, Modelling CCT-diagrams of engineering steels using neural networks. Delft University Press, Delft 2001.
- [8] J. Wang, P. J. Van Der Wolk. S. Van Der Zwaag. ISJJ Int. 39. 1038-1046(1999).
- [9] L. A. Dobrzański, J. Trzaska, Comp. Mater. Sci. 30, (3-4), 251-259 (2004).
- [10] J. Trzaska, A. Jagiełło, L.A. Dobrzański, Archives of Materials Science and Engineering 39, (1). 13-20 (2009).
- [11] B. Pawłowski, Journal of Achievements in Materials and Manufacturing Engineering 49, (2), 331-337 (2011).
- [12] http://www.gorni.eng.We/Gorni_SFHTHandbook.pdf
- [13] P. Maynier, J. Dollet, P. Bastien, Prediction of inicrostructure via empirical formulae based on CCT diagrams, in: D. V Doane, J. S. Kirkaldy (Ed.), Hardenability Concepts With Applications to Steel, The Metallurgical Society of AIME (1978).
- [14] P. Maynier, B. Jungmann, J. Dollet, Creusot-Loire System for the prediction of the mechanical properties of low alloy steel products, in: D.V. Doane. J.S. Kirkaldy (Ed.), Hardenability Concepts With Applications to Steel. The Metallurgical Society of AIME (1978).
- [15] B. Smoljan, J. Mater. Process. Tech. 175, 393-397 (2006).
- [16] B. Smoljan, D. Iljkić, H. Novak, Journal of Achievements in Materials and Manufacturing Engineering 46, (2), 175-181 (2011).
- [17] L. A. Dobrzanski, J. Trzaska, Mater. Sci. Foruin 437, (4), 359-362 (2003).
- [18] J. Trzaska, Methodology of the computer modelling of the supercooled austenite transformations of the constructional steels, PhD thesis, Silesian University of Technology, Gliwice 2002.
- [19] J. Trzaska, L. A. Dobrzański. J. Mater. Process. Tech. 192-193, 504-510(2007).
- [20] J. Trzaska. Archives of Materials Science and Engineering 61, (2), 87-92 (2013).
- [21] J. Trzaska, Journal of Achievements in Materials and Manufacturing Engineering 65, (1), 38-44 (2014).
- [22] D. T. Larose, Data mining methods and models, John Wiley & Sons 2006.
- [23] J. Trzaska, L .A. Dobrzański, A. Jagiełło., Journal of Achievements in Materials and Manufacturing Engineering 24, (2), 171-174 (2007).
Uwagi
EN
This publication was financed by the Ministry of Science and Higher Education of Poland as the statutory financial grant of the Faculty of Mechanical Engineering SUT
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-990b0ba8-20ef-4ea8-9297-b137d8aec1ed