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242100

Corrosionrate prediction model using Box-Cox transformation of friction stir processed Al-Si alloy

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Last updated: 29 Dec 2024

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Abstract

In the present work ,the impact of friction stir processing (FSP) process parameters such as traverse feed rate, rotational speed and the type of pin profile tool (form and threaded cylindrical pin profiled tool geometry) on the pitting corrosion rate of A356 cast aluminum alloy was statistically investigated .Potentio dynamic polarization testing was conducted to determine the corrosion properties of the base alloy and the FSPed samples. It is found that, the most important parameter impacting pitting corrosion rate is the rotational speed, while the pin profile tool geometry has a second ranking parameter. The traverse feed rate has no statistical significant impact on corrosion rate .In addition to, the form tool pin profile produces a better pitting corrosion resistance of the stir zones compared to the threaded cylindrical pin profiled tool.Regression model was firstly used to develop the corrosion rate of FS processed A356 cast Al alloy .Then ,the plotting of residuals versus fitted values indicated a non-constant variance of this initial model, Box-Cox transformation was used to improve regression prediction model to the data and eliminate these drawbacks

DOI

10.21608/erjsh.2020.242100

Keywords

Friction stir processing, Aluminium cast alloys, Corrosion, Box-cox transformation, ANOVA. 1. INTRODUCTION Friction stir

Authors

First Name

Tamer

Last Name

Samir Mahmoud

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Affiliation

Mechanical Engineering Department , Shoubra Faculty of Engineering ,Benha University ,Cairo ,Egypt.

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First Name

Elsayed

Last Name

Hamza Mansour

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Affiliation

Mechanical Engineering Department , Shoubra Faculty of Engineering ,Benha University ,Cairo ,Egypt

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First Name

Rasha

Last Name

Mohamed Afify,

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Affiliation

Mechanical Engineering Department , Shoubra Faculty of Engineering ,Benha University ,Cairo ,Egypt.

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First Name

KhadigaMuftah

Last Name

Mohamed Hasona

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-

Affiliation

Mechanical Engineering Department , Shoubra Faculty of Engineering ,Benha University ,Cairo ,Egypt.

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Volume

43

Article Issue

1

Related Issue

34766

Issue Date

2020-01-01

Receive Date

2022-06-06

Publish Date

2020-01-01

Page Start

1

Page End

6

Print ISSN

3009-6049

Online ISSN

3009-6022

Link

https://erjsh.journals.ekb.eg/article_242100.html

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https://erjsh.journals.ekb.eg/service?article_code=242100

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242,100

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Research articles

Type Code

2,276

Publication Type

Journal

Publication Title

Engineering Research Journal (Shoubra)

Publication Link

https://erjsh.journals.ekb.eg/

MainTitle

Corrosionrate prediction model using Box-Cox transformation of friction stir processed Al-Si alloy

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Article

Created At

23 Jan 2023