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66261

MULTI-OBJECTIVE OPTIMIZATION OF PLASMA ARC CUTTING PROCESS USING MOORA COMBINED WITH GA

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Last updated: 25 Dec 2024

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Abstract

In this work, cutting parameters were optimized in plasma arc cutting process of mild steel by application of
multi-objective optimization by ratio analysis (MOORA) method. Standard deviation (SDV) concept has been
used to allocate the weight criteria of each objective being reflected. Cutting speed, arc current, and standoff
distance were nominated as setting parameters for optimization the kerf characteristics in the straight-slit
cutting (kerf taper, dross, surface roughness and maximization of material removal rate). MOORA was used to
transform multiple responses into a single characteristic index known as multi performance characteristic index
(MPCI). MPCI was modeled by the use of genetic algorithm (GA). With this action an attempt was made to
find more precise dependence of MPCI with cutting parameters. Finally, this was followed by optimization of
the MPCI in plasma arc cutting using genetic algorithm. This has also been that, SDV-MOORA-GA method
has effectively optimized the plasma arc cutting process parameters used in this study.

DOI

10.21608/erjm.2019.66261

Keywords

Plasma Arc Cutting (PAC), Multi-Objective Optimization by Ratio Analysis (MOORA), Standard Deviation (SDV) concept, . Genetic Algorithm (GA)

Authors

First Name

A.

Last Name

Hamdy

MiddleName

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Affiliation

Faculty of Engineering, Menoufia University, Shebin Elkom, Egypt

Email

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Orcid

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First Name

M.

Last Name

Fattouh

MiddleName

-

Affiliation

Faculty of Engineering, Menoufia University, Shebin Elkom, Egypt

Email

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City

-

Orcid

-

First Name

S.

Last Name

Abaas

MiddleName

-

Affiliation

Faculty of Engineering, Menoufia University, Shebin Elkom, Egypt

Email

-

City

-

Orcid

-

First Name

R.

Last Name

Masoud

MiddleName

-

Affiliation

Faculty of Engineering, Menoufia University, Shebin Elkom, Egypt

Email

-

City

-

Orcid

-

Volume

42

Article Issue

3

Related Issue

10019

Issue Date

2019-07-01

Receive Date

2019-12-25

Publish Date

2019-07-01

Page Start

218

Page End

230

Print ISSN

1110-1180

Online ISSN

3009-6944

Link

https://erjm.journals.ekb.eg/article_66261.html

Detail API

https://erjm.journals.ekb.eg/service?article_code=66261

Order

5

Type

Original Article

Type Code

1,118

Publication Type

Journal

Publication Title

ERJ. Engineering Research Journal

Publication Link

https://erjm.journals.ekb.eg/

MainTitle

MULTI-OBJECTIVE OPTIMIZATION OF PLASMA ARC CUTTING PROCESS USING MOORA COMBINED WITH GA

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Article

Created At

22 Jan 2023