Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites

In this paper, the effect of different alloying elements on the ultimate tensile strength of Al-Mg2Si composites is theoretically studied. The feed forward back propagation neural network with sigmoid function is used. The extensive experimental results taken from literature are modeled and mathemat...

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Main Authors:	Halil Ibrahim Kurt, Murat Oduncuoglu
Format:	Article
Language:	English
Published:	MDPI AG 2015-03-01
Series:	Metals
Subjects:	Al-Mg2Si composites metal matrix composites modeling
Online Access:	http://www.mdpi.com/2075-4701/5/1/371

id	doaj-6359bdf97b5c4d218de03921c9c95827
record_format	Article
spelling	doaj-6359bdf97b5c4d218de03921c9c958272020-11-24T22:22:17ZengMDPI AGMetals2075-47012015-03-015137138210.3390/met5010371met5010371Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si CompositesHalil Ibrahim Kurt0Murat Oduncuoglu1Technical Sciences, University of Gaziantep, 27310 Gaziantep, TurkeyTechnical Sciences, University of Gaziantep, 27310 Gaziantep, TurkeyIn this paper, the effect of different alloying elements on the ultimate tensile strength of Al-Mg2Si composites is theoretically studied. The feed forward back propagation neural network with sigmoid function is used. The extensive experimental results taken from literature are modeled and mathematical formula is presented in explicit form. In addition, it is observed that magnesium and copper have a stronger effect on the ultimate tensile strength of Al-Mg2Si composites comparison to other alloying elements. The proposed model shows good agreement with test results and can be used to find the ultimate tensile strength of Al-Mg2Si composites.http://www.mdpi.com/2075-4701/5/1/371Al-Mg2Sicompositesmetal matrix compositesmodeling
collection	DOAJ
language	English
format	Article
sources	DOAJ
author	Halil Ibrahim Kurt Murat Oduncuoglu
spellingShingle	Halil Ibrahim Kurt Murat Oduncuoglu Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites Metals Al-Mg2Si composites metal matrix composites modeling
author_facet	Halil Ibrahim Kurt Murat Oduncuoglu
author_sort	Halil Ibrahim Kurt
title	Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites
title_short	Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites
title_full	Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites
title_fullStr	Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites
title_full_unstemmed	Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites
title_sort	formulation of the effect of different alloying elements on the tensile strength of the in situ al-mg2si composites
publisher	MDPI AG
series	Metals
issn	2075-4701
publishDate	2015-03-01
description	In this paper, the effect of different alloying elements on the ultimate tensile strength of Al-Mg2Si composites is theoretically studied. The feed forward back propagation neural network with sigmoid function is used. The extensive experimental results taken from literature are modeled and mathematical formula is presented in explicit form. In addition, it is observed that magnesium and copper have a stronger effect on the ultimate tensile strength of Al-Mg2Si composites comparison to other alloying elements. The proposed model shows good agreement with test results and can be used to find the ultimate tensile strength of Al-Mg2Si composites.
topic	Al-Mg2Si composites metal matrix composites modeling
url	http://www.mdpi.com/2075-4701/5/1/371
work_keys_str_mv	AT halilibrahimkurt formulationoftheeffectofdifferentalloyingelementsonthetensilestrengthoftheinsitualmg2sicomposites AT muratoduncuoglu formulationoftheeffectofdifferentalloyingelementsonthetensilestrengthoftheinsitualmg2sicomposites
_version_	1725768915033784320

Formulation of the Effect of Different Alloying Elements on the Tensile Strength of the in situ Al-Mg2Si Composites

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