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 d...

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Main Authors:	mohamad, ahmad kamely, sued, mohammad kamil, chong, wan chin
Format:	Article
Published:	2011
Subjects:	TA Engineering (General). Civil engineering (General)
Online Access:	http://www.waset.org/journals/ijens/v5/v5-3-28.pdf http://www.waset.org/journals/ijens/v5/v5-3-28.pdf http://eprints.utem.edu.my/4279/1/Mathematical_Modeling_of_Surface_Roughness.pdf

id	utem-4279
recordtype	eprints
spelling	utem-42792015-05-28T02:40:48Z 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. 2011 Article NonPeerReviewed application/pdf http://eprints.utem.edu.my/4279/1/Mathematical_Modeling_of_Surface_Roughness.pdf http://www.waset.org/journals/ijens/v5/v5-3-28.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://eprints.utem.edu.my/4279/
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Teknikal Malaysia Melaka
building	UTeM Institutional Repository
collection	Online Access
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
publishDate	2011
url	http://www.waset.org/journals/ijens/v5/v5-3-28.pdf http://www.waset.org/journals/ijens/v5/v5-3-28.pdf http://eprints.utem.edu.my/4279/1/Mathematical_Modeling_of_Surface_Roughness.pdf
first_indexed	2018-09-05T10:20:40Z
last_indexed	2018-09-05T10:20:40Z
_version_	1610762514843303936

Mathematical Modeling of Surface Roughness in Surface Grinding Operation

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