A New Neural Networks Model for Calculating the Continuous Cooling Transformation Diagrams

Autor:	J. Trzaska
Jazyk:	angličtina
Rok vydání:	2018
Předmět:	cct diagram modelling neural network heat treatment steel Mining engineering. Metallurgy TN1-997 Materials of engineering and construction. Mechanics of materials TA401-492
Zdroj:	Archives of Metallurgy and Materials, Vol vol. 63, Iss No 4, Pp 2009-2015 (2018)
Druh dokumentu:	article
ISSN:	2300-1909
DOI:	10.24425/amm.2018.125137
Popis:	The article shows a new model of Continuous Cooling Transformation (CCT) diagrams of structural steels and engineering steels. The modelling used artificial neural networks and a set of experimental data prepared based on 550 CCT diagrams published in the literature. The model of CCT diagrams forms 17 artificial neural networks which solve classification and regression tasks. Neural model is implemented in a computer software that enables calculation of a CCT diagram based on chemical composition of steel and its austenitizing temperature.
Databáze:	Directory of Open Access Journals
Externí odkaz:	https://doaj.org/article/fa43d1cbac554bb4bb67edd9ffbfb3f2 Zobrazit plný text záznamu View record in DOAJ Plný text ve formátu PDF