Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid

The surface roughness is a variable often used to describe the quality of ground surfaces as well as to evaluate the competitiveness of the overall grinding system. A grinding process was performed on the P20 tool steel by changing the grinding conditions, including the depth of cut, the grinding pa...

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Main Author:	Lai, Woon Shyz
Format:	Undergraduates Project Papers
Language:	English
Published:	2012
Subjects:	TJ Mechanical engineering and machinery
Online Access:	http://umpir.ump.edu.my/id/eprint/4938/ http://umpir.ump.edu.my/id/eprint/4938/ http://umpir.ump.edu.my/id/eprint/4938/1/cd7300_111.pdf

id	ump-4938
recordtype	eprints
spelling	ump-49382015-03-03T09:22:05Z http://umpir.ump.edu.my/id/eprint/4938/ Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid Lai, Woon Shyz TJ Mechanical engineering and machinery The surface roughness is a variable often used to describe the quality of ground surfaces as well as to evaluate the competitiveness of the overall grinding system. A grinding process was performed on the P20 tool steel by changing the grinding conditions, including the depth of cut, the grinding passes, the type of wheel, and the cutting fluid supply in the experiment. The main objective of the study is to investigate the effect of TiO2 nanofluid on the grinding surface finish and wheel tool life. The 0.1 % volume concentration of the TiO2 nanofluid is prepared as to compare the effectiveness with the water based coolant. The selected specimens undergo SEM to assess the surface integrity of the machined surfaces. ANN prediction models are developed from the collected data.The result showed the reduction of 20 % to 40 % surface roughness value in grinding with TiO2 nanofluid. As conclusion, TiO2 nanofluid exhibits the better grinding surface quality. For recommendation, various machining can be conducted using nanofluid to emphasize better results. 2012-06 Undergraduates Project Papers NonPeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/4938/1/cd7300_111.pdf Lai, Woon Shyz (2012) Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid. Faculty of Mechanical Engineering, Universiti Malaysia Pahang. http://iportal.ump.edu.my/lib/item?id=chamo:75683&theme=UMP2
repository_type	Digital Repository
institution_category	Local University
institution	Universiti Malaysia Pahang
building	UMP Institutional Repository
collection	Online Access
language	English
topic	TJ Mechanical engineering and machinery
spellingShingle	TJ Mechanical engineering and machinery Lai, Woon Shyz Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid
description	The surface roughness is a variable often used to describe the quality of ground surfaces as well as to evaluate the competitiveness of the overall grinding system. A grinding process was performed on the P20 tool steel by changing the grinding conditions, including the depth of cut, the grinding passes, the type of wheel, and the cutting fluid supply in the experiment. The main objective of the study is to investigate the effect of TiO2 nanofluid on the grinding surface finish and wheel tool life. The 0.1 % volume concentration of the TiO2 nanofluid is prepared as to compare the effectiveness with the water based coolant. The selected specimens undergo SEM to assess the surface integrity of the machined surfaces. ANN prediction models are developed from the collected data.The result showed the reduction of 20 % to 40 % surface roughness value in grinding with TiO2 nanofluid. As conclusion, TiO2 nanofluid exhibits the better grinding surface quality. For recommendation, various machining can be conducted using nanofluid to emphasize better results.
format	Undergraduates Project Papers
author	Lai, Woon Shyz
author_facet	Lai, Woon Shyz
author_sort	Lai, Woon Shyz
title	Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid
title_short	Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid
title_full	Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid
title_fullStr	Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid
title_full_unstemmed	Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid
title_sort	prediction of grinding machinability when grind p20 tool steel using tio2 nanofluid
publishDate	2012
url	http://umpir.ump.edu.my/id/eprint/4938/ http://umpir.ump.edu.my/id/eprint/4938/ http://umpir.ump.edu.my/id/eprint/4938/1/cd7300_111.pdf
first_indexed	2023-09-18T21:59:59Z
last_indexed	2023-09-18T21:59:59Z
_version_	1777414333175693312

Prediction of grinding machinability when grind P20 tool steel using TiO2 nanofluid

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