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Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling

Extensive research efforts has been made in the conventional drilling of glass fiber reinforced polymer, where most researches focused in the studies of drilling parameters and thrust force relationship to delamination and tool wear. The effect of drilling generated heat was suggested frequently in...

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Main Authors: Keong, Woo Tze, Ahmad, Faiz, Sharif, Safian, Moinser, Mohd. Azuwan
Format: Article
Language:English
Published: Asian Research Publishing Network 2016
Subjects:
TJ Mechanical engineering and machinery
Online Access:http://eprints.utm.my/id/eprint/71324/1/SafianSharif2016_Responsesurfacemethodologyintegratedmodeling.pdf
http://eprints.utm.my/id/eprint/71324/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962744932&partnerID=40&md5=b743aa093fd314b7817230f05301b9a1
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spelling my.utm.713242017-11-20T08:30:35Z http://eprints.utm.my/id/eprint/71324/ Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling Keong, Woo Tze Ahmad, Faiz Sharif, Safian Moinser, Mohd. Azuwan TJ Mechanical engineering and machinery Extensive research efforts has been made in the conventional drilling of glass fiber reinforced polymer, where most researches focused in the studies of drilling parameters and thrust force relationship to delamination and tool wear. The effect of drilling generated heat was suggested frequently in these studies, but not many in-depth researches was done in this area. In this paper, an experiment was performed to study the effects of thrust force and drilling generated temperature generated from drilling parameters on delamination factor. A response surface method (RSM) integrated model consist of two phases was developed. The first phase of RSM modelling explained the relationship of drilling parameters with thrust force and drilling generated heat as mediator. The relationship between the mediator and the delamination factor were developed in the second phase of RSM modeling. The final RSM integrated models were validated and it resulted in a low percentage error delamination factor estimation equation from drilling parameters, while understanding and controlling the thrust force and drilling generated temperature. Asian Research Publishing Network 2016 Article PeerReviewed application/pdf en http://eprints.utm.my/id/eprint/71324/1/SafianSharif2016_Responsesurfacemethodologyintegratedmodeling.pdf Keong, Woo Tze and Ahmad, Faiz and Sharif, Safian and Moinser, Mohd. Azuwan (2016) Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling. ARPN Journal of Engineering and Applied Sciences, 11 (6). pp. 4176-4185. ISSN 1819-6608 https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962744932&partnerID=40&md5=b743aa093fd314b7817230f05301b9a1
institution Universiti Teknologi Malaysia
building UTM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Malaysia
content_source UTM Institutional Repository
url_provider http://eprints.utm.my/
language English
topic TJ Mechanical engineering and machinery
spellingShingle TJ Mechanical engineering and machinery
Keong, Woo Tze
Ahmad, Faiz
Sharif, Safian
Moinser, Mohd. Azuwan
Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling
description Extensive research efforts has been made in the conventional drilling of glass fiber reinforced polymer, where most researches focused in the studies of drilling parameters and thrust force relationship to delamination and tool wear. The effect of drilling generated heat was suggested frequently in these studies, but not many in-depth researches was done in this area. In this paper, an experiment was performed to study the effects of thrust force and drilling generated temperature generated from drilling parameters on delamination factor. A response surface method (RSM) integrated model consist of two phases was developed. The first phase of RSM modelling explained the relationship of drilling parameters with thrust force and drilling generated heat as mediator. The relationship between the mediator and the delamination factor were developed in the second phase of RSM modeling. The final RSM integrated models were validated and it resulted in a low percentage error delamination factor estimation equation from drilling parameters, while understanding and controlling the thrust force and drilling generated temperature.
format Article
author Keong, Woo Tze
Ahmad, Faiz
Sharif, Safian
Moinser, Mohd. Azuwan
author_facet Keong, Woo Tze
Ahmad, Faiz
Sharif, Safian
Moinser, Mohd. Azuwan
author_sort Keong, Woo Tze
title Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling
title_short Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling
title_full Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling
title_fullStr Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling
title_full_unstemmed Response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling
title_sort response surface methodology integrated modeling of glass fiber reinforced polymer delamination in high speed drilling
publisher Asian Research Publishing Network
publishDate 2016
url http://eprints.utm.my/id/eprint/71324/1/SafianSharif2016_Responsesurfacemethodologyintegratedmodeling.pdf
http://eprints.utm.my/id/eprint/71324/
https://www.scopus.com/inward/record.uri?eid=2-s2.0-84962744932&partnerID=40&md5=b743aa093fd314b7817230f05301b9a1
_version_ 1643656170662002688
score 13.211869

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