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Mathematical modeling of surface roughness in surface grinding operation

A mathematical model of the surface roughness has been developed by using response surface methodology (RSM) in grinding of AISI D2 cold work tool steels. Analysis of variance (ANOVA) was used to check the validity of the model. Low and high value for work speed and feed rate are decided from design...

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Main Authors: Mohamad, Ahmad Kamely, Sued, Mohammad Kamil, Chong, Wan Chin
Format: Article
Language:English
Published: World Academy Of Science 2011
Subjects:
TA Engineering (General). Civil engineering (General)
Online Access:http://eprints.utem.edu.my/id/eprint/4279/1/Mathematical_Modeling_of_Surface_Roughness.pdf
http://eprints.utem.edu.my/id/eprint/4279/
http://www.waset.org/journals/ijens/v5/v5-3-28.pdf
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spelling my.utem.eprints.42792023-05-16T16:28:28Z http://eprints.utem.edu.my/id/eprint/4279/ Mathematical modeling of surface roughness in surface grinding operation Mohamad, Ahmad Kamely Sued, Mohammad Kamil Chong, Wan Chin TA Engineering (General). Civil engineering (General) A mathematical model of the surface roughness has been developed by using response surface methodology (RSM) in grinding of AISI D2 cold work tool steels. Analysis of variance (ANOVA) was used to check the validity of the model. Low and high value for work speed and feed rate are decided from design of experiment. The influences of all machining parameters on surface roughness have been analyzed based on the developed mathematical model. The developed prediction equation shows that both the feed rate and work speed are the most important factor that influences the surface roughness. The surface roughness was found to be the lowers with the used of low feed rate and low work speed. Accuracy of the best model was proved with the testing data. World Academy Of Science 2011 Article PeerReviewed text en http://eprints.utem.edu.my/id/eprint/4279/1/Mathematical_Modeling_of_Surface_Roughness.pdf Mohamad, Ahmad Kamely and Sued, Mohammad Kamil and Chong, Wan Chin (2011) Mathematical modeling of surface roughness in surface grinding operation. International Journal of Engineering and Natural Sciences , 5 (3). pp. 146-149. ISSN 2010-4014 http://www.waset.org/journals/ijens/v5/v5-3-28.pdf
institution Universiti Teknikal Malaysia Melaka
building UTEM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknikal Malaysia Melaka
content_source UTEM Institutional Repository
url_provider http://eprints.utem.edu.my/
language English
topic TA Engineering (General). Civil engineering (General)
spellingShingle TA Engineering (General). Civil engineering (General)
Mohamad, Ahmad Kamely
Sued, Mohammad Kamil
Chong, Wan Chin
Mathematical modeling of surface roughness in surface grinding operation
description A mathematical model of the surface roughness has been developed by using response surface methodology (RSM) in grinding of AISI D2 cold work tool steels. Analysis of variance (ANOVA) was used to check the validity of the model. Low and high value for work speed and feed rate are decided from design of experiment. The influences of all machining parameters on surface roughness have been analyzed based on the developed mathematical model. The developed prediction equation shows that both the feed rate and work speed are the most important factor that influences the surface roughness. The surface roughness was found to be the lowers with the used of low feed rate and low work speed. Accuracy of the best model was proved with the testing data.
format Article
author Mohamad, Ahmad Kamely
Sued, Mohammad Kamil
Chong, Wan Chin
author_facet Mohamad, Ahmad Kamely
Sued, Mohammad Kamil
Chong, Wan Chin
author_sort Mohamad, Ahmad Kamely
title Mathematical modeling of surface roughness in surface grinding operation
title_short Mathematical modeling of surface roughness in surface grinding operation
title_full Mathematical modeling of surface roughness in surface grinding operation
title_fullStr Mathematical modeling of surface roughness in surface grinding operation
title_full_unstemmed Mathematical modeling of surface roughness in surface grinding operation
title_sort mathematical modeling of surface roughness in surface grinding operation
publisher World Academy Of Science
publishDate 2011
url http://eprints.utem.edu.my/id/eprint/4279/1/Mathematical_Modeling_of_Surface_Roughness.pdf
http://eprints.utem.edu.my/id/eprint/4279/
http://www.waset.org/journals/ijens/v5/v5-3-28.pdf
_version_ 1768012325066899456
score 13.211869

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