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29803

Optimization Of End-Milling Operation Using Response Surface Methodology in Combination With Simulated Annealing

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Last updated: 22 Jan 2023

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Abstract

Abstract:
In this paper we describe a methodology that includes the complementary use of response surface methodology (RSM) and simulated annealing algorithms(SAA).In this methodology we use response surface methodology (RSM) through 12 experiments for 3 input (depth of cut- cutting speed and feed rate) with 3 levels for each to develop an approximating model for end-milling process. This approximating model is based on observed data from the process. Then we use simulated annealing algorithms to solve this model within the range of the factors (depth of cut- cutting speed and feed rate) to predict the optimal value of surface roughness and cutting condition.

DOI

10.21608/icmep.2010.29803

Keywords

response surface methodology – simulated annealing – surface roughness

Authors

First Name

Mohamed

Last Name

Rasmy

MiddleName

H.

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Orcid

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First Name

M.

Last Name

Gadallah

MiddleName

H.

Affiliation

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Volume

5

Article Issue

International Conference on Mathematics and Engineering Physics (ICMEP-5)

Related Issue

5195

Issue Date

2010-05-01

Receive Date

2019-04-08

Publish Date

2010-05-01

Page Start

1

Page End

10

Print ISSN

2636-431X

Online ISSN

2636-4328

Link

https://icmep.journals.ekb.eg/article_29803.html

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https://icmep.journals.ekb.eg/service?article_code=29803

Order

9

Type

Original Article

Type Code

830

Publication Type

Journal

Publication Title

The International Conference on Mathematics and Engineering Physics

Publication Link

https://icmep.journals.ekb.eg/

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Article

Created At

22 Jan 2023