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Wybrane pełne teksty z tego czasopisma
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Warianty tytułu
Zastosowanie sztucznych sieci neuronowych do określania parametrów procesu wyciskania
Języki publikacji
Abstrakty
In this article the method of determination of the extrusion load value of layered composites by using artificial neural networks on the basis of experimental database was presented. The aim of our research was to build and carry out analysis regression and prognostic models of ANN by using Statistica Neural Networks software. Finally, results of neural models were verified with experimental results. Obtained results confirmed possibility of ANN model application as effective tool to determine the value of the extrusion load of layered composites.
Rocznik
Tom
Strony
8--10
Opis fizyczny
Bibliogr. 10 poz., il.
Twórcy
autor
- Politechnika Rzeszowska, Wydział Zarządzania, i_nowot@prz.edu.pl
Bibliografia
- [1] Depierre V., Experimential Measurement of Forces During Extrusion and Correlation with Theory, Metal and Ceramics Division, Ohio 1970.
- [2] Galanty M., Libura W., Zasadziński J., Evaluation of Force Parameters for Aluminium Powder Extrusion, Advanced Technology of Plasticity, ICTP, t. III, 1999, p. 1871-1876.
- [3] Jorjani E., SChehreh Chelgani S., Sh. Mesroghli, Application of artificial neural networks to predict chemical desulfurization of Tabas coal. Fuel 87 2008, p. 2727-2734.
- [4] Mehmet Sirac Ozerdem, Sedat Kolukisa, Artificial Neural Network approach to predict mechanical properties of hot rolled, nonresulfurized, AISI 10xx series carbon steel bars. J Mat Proc Techn 199 200, p. 437-439.
- [5] Statistica Neural Network, Addendum for version 4, Statsoft, Tulsa 1999.
- [6] Su-Hai Hsiang, Huey-Lin Ho, Application of finite element method and artificial neural network to the die design of radial forging processes, Int J Adv Manuf Technol 2004, 24 p. 700-707.
- [7] Tadeusiewicz R., Sieci neuronowe, Akad. Oficyna Wydawnicza RM, Warszawa, 1993
- [8] Tadeusiewicz R, Sieci neuronowe, WNT, Warszawa, 1998.
- [9] Wang J., Wu X., Thompson P., Flitman A., A neural network approach to investigating the geometrical influence on wrinkling in sheet metal forming, J. Mat. Proc. Techn., 105 2000, p. 215-220
- [10] Zasadziński J., Libura W., Force parameters in extrusion of metals through convex dies, 4th ICTP, Beijing, 1993, p. 605-6
Typ dokumentu
Bibliografia
Identyfikator YADDA
bwmeta1.element.baztech-article-BPBA-0014-0006