THEORETICAL ANALYSIS OF THE DUCTILITY, POROSITY, HARDNESS AND DENSITY IN ALUMINUM–MAGNESIUM ALLOYS WITH TITANIUM

Halil İbrahim Kurt

doi:https://doi.org/10.18038/btda.35249

Article Details

THEORETICAL ANALYSIS OF THE DUCTILITY, POROSITY, HARDNESS AND DENSITY IN ALUMINUM–MAGNESIUM ALLOYS WITH TITANIUM

Authors:

Halil İbrahim Kurt

Publisher:

Eskisehir Technical University

Main Topics:

Applied physics

Journal:

Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 2016 Vol.17 Issue 1, pp.151-158

Document Type:

Article

Publication Date:

3/2016

Document Language:

English

Document ID (Org No.):

2000417270

pISSN:

2667-4211

DOI:

https://doi.org/10.18038/btda.35249

Abstract:

 

In the current study, aluminum-magnesium-titanium alloys were manufactured with sand casting method and the effects of titanium and magnesium on the ductility, porosity, hardness and density of these alloys were investigated.  The influences of these elements were also studied using multi-layer perceptron neural network approach. Regression models were advanced to check both the performance and the reliability of the proposed neural network model. It was seen that linear correlation of all output values is highest than 90%. It was also observed that Mg has a greater effect than Al and Ti on the hardness and porosity values, whereas Al has more sensitivity on the ductility of alloys.

 

Bu çalışmada, kum döküm yöntemiyle üretilen alüminyum-magnezyum-titanyum alaşımlarının süneklik, porozite, sertlik ve yoğunluk değerlerine magnezyum ve titanium elementlerinin etkileri çok katmanlı yapay sinir ağları yaklaşımı kullanılarak araştırılmıştır. Önerilen modelin güvenirliği ve performansı ilişkilendirme modeli kullanılarak kontrol edilmiş ve bütün çıkış değerlerinin liner korelasyonunun %90’dan daha büyük olduğu görülmüştür. Sertlik ve porozite oluşumunda magnezyumun, süneklik değerinde ise alüminyumun daha büyük etkiye sahip olduğu tespit edilmiştir.

Article Details

THEORETICAL ANALYSIS OF THE DUCTILITY, POROSITY, HARDNESS AND DENSITY IN ALUMINUM–MAGNESIUM ALLOYS WITH TITANIUM

Authors: Halil İbrahim Kurt

Publisher: Eskisehir Technical University

Main Topics: Applied physics

Journal: Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 2016 Vol.17 Issue 1, pp.151-158

Document Type: Article

Publication Date: 3/2016

Document Language: English

Document ID (Org No.): 2000417270

pISSN: 2667-4211

DOI: https://doi.org/10.18038/btda.35249

Issues

Authors:

Halil İbrahim Kurt

Publisher:

Eskisehir Technical University

Main Topics:

Applied physics

Journal:

Anadolu University Journal of Science and Technology A - Applied Sciences and Engineering 2016 Vol.17 Issue 1, pp.151-158

Document Type:

Article

Publication Date:

3/2016

Document Language:

English

Document ID (Org No.):

2000417270

pISSN:

2667-4211

DOI:

https://doi.org/10.18038/btda.35249