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Mathematical modeling of delamination factor on end milling of hybrid GFRP composites through RSM
Purpose This paper aims to develop a mathematical model for delamination during end milling by using response surface methodology (RSM) and to determine how the input parameters (cutting speed, depth of cut and feed rate) influence the output response (delamination) in machining of hybrid glass fibr...
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Published in: | Pigment & resin technology 2016-09, Vol.45 (5), p.371-379 |
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creator | Jenarthanan, M.P Lakshman Prakash, A Jeyapaul, R |
description | Purpose
This paper aims to develop a mathematical model for delamination during end milling by using response surface methodology (RSM) and to determine how the input parameters (cutting speed, depth of cut and feed rate) influence the output response (delamination) in machining of hybrid glass fibre reinforced plastic (GFRP; abaca and glass) composite using solid carbide end mill cutter.
Design/methodology/approach
Three factors, three levels Box–Behnken design in RSM is used to carry out the experimental investigation. Shop microscope Mitutoyo TM-500 is used to measure the width of maximum damage of the machined hybrid GFRP composites. The “Design Expert 8.0” is used to analyse the data collected graphically. Analysis of variance is carried out to validate the model and for determining the most significant parameter.
Findings
The RSM is used to predict the input factors influencing the delamination on the machined surfaces of hybrid GFRP composite at different cutting conditions with the chosen range of 95 per cent confidence intervals. Analysis on the influences of the entire individual input machining parameters on the delamination has been carried out using RSM.
Originality/value
Effect of milling of hybrid GFRP composite on delamination with solid carbide end mill has not been analysed yet using RSM. |
doi_str_mv | 10.1108/PRT-08-2015-0083 |
format | article |
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This paper aims to develop a mathematical model for delamination during end milling by using response surface methodology (RSM) and to determine how the input parameters (cutting speed, depth of cut and feed rate) influence the output response (delamination) in machining of hybrid glass fibre reinforced plastic (GFRP; abaca and glass) composite using solid carbide end mill cutter.
Design/methodology/approach
Three factors, three levels Box–Behnken design in RSM is used to carry out the experimental investigation. Shop microscope Mitutoyo TM-500 is used to measure the width of maximum damage of the machined hybrid GFRP composites. The “Design Expert 8.0” is used to analyse the data collected graphically. Analysis of variance is carried out to validate the model and for determining the most significant parameter.
Findings
The RSM is used to predict the input factors influencing the delamination on the machined surfaces of hybrid GFRP composite at different cutting conditions with the chosen range of 95 per cent confidence intervals. Analysis on the influences of the entire individual input machining parameters on the delamination has been carried out using RSM.
Originality/value
Effect of milling of hybrid GFRP composite on delamination with solid carbide end mill has not been analysed yet using RSM.</description><identifier>ISSN: 0369-9420</identifier><identifier>EISSN: 1758-6941</identifier><identifier>DOI: 10.1108/PRT-08-2015-0083</identifier><identifier>CODEN: PGRTBC</identifier><language>eng</language><publisher>Bradford: Emerald Group Publishing Limited</publisher><subject>Composite materials ; Design of experiments ; Drilling ; Laminates ; Machine shops ; Polymers ; Studies ; Taguchi methods ; Variance analysis</subject><ispartof>Pigment & resin technology, 2016-09, Vol.45 (5), p.371-379</ispartof><rights>Emerald Group Publishing Limited</rights><rights>Emerald Group Publishing Limited 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c311t-b6e165cf4e2499878e7c0f5f786cd1138cea099035e0af1a3709acb664646c323</citedby><cites>FETCH-LOGICAL-c311t-b6e165cf4e2499878e7c0f5f786cd1138cea099035e0af1a3709acb664646c323</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,776,780,27901,27902</link.rule.ids></links><search><creatorcontrib>Jenarthanan, M.P</creatorcontrib><creatorcontrib>Lakshman Prakash, A</creatorcontrib><creatorcontrib>Jeyapaul, R</creatorcontrib><title>Mathematical modeling of delamination factor on end milling of hybrid GFRP composites through RSM</title><title>Pigment & resin technology</title><description>Purpose
This paper aims to develop a mathematical model for delamination during end milling by using response surface methodology (RSM) and to determine how the input parameters (cutting speed, depth of cut and feed rate) influence the output response (delamination) in machining of hybrid glass fibre reinforced plastic (GFRP; abaca and glass) composite using solid carbide end mill cutter.
Design/methodology/approach
Three factors, three levels Box–Behnken design in RSM is used to carry out the experimental investigation. Shop microscope Mitutoyo TM-500 is used to measure the width of maximum damage of the machined hybrid GFRP composites. The “Design Expert 8.0” is used to analyse the data collected graphically. Analysis of variance is carried out to validate the model and for determining the most significant parameter.
Findings
The RSM is used to predict the input factors influencing the delamination on the machined surfaces of hybrid GFRP composite at different cutting conditions with the chosen range of 95 per cent confidence intervals. Analysis on the influences of the entire individual input machining parameters on the delamination has been carried out using RSM.
Originality/value
Effect of milling of hybrid GFRP composite on delamination with solid carbide end mill has not been analysed yet using RSM.</description><subject>Composite materials</subject><subject>Design of experiments</subject><subject>Drilling</subject><subject>Laminates</subject><subject>Machine shops</subject><subject>Polymers</subject><subject>Studies</subject><subject>Taguchi methods</subject><subject>Variance analysis</subject><issn>0369-9420</issn><issn>1758-6941</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNptkM1LAzEQxYMoWKt3jwHPsZNkP5KjFKtCi6XWc0izSXfL7qYm20P_e1OqB0Hm8B7MezPwQ-iewiOlICbL1ZqAIAxoTgAEv0AjWuaCFDKjl2gEvJBEZgyu0U2MOwBgrJQjpBd6qG2nh8boFne-sm3Tb7F3ODndNX3a-B47bQYfcHK2r3DXtL-p-rgJTYVfZqslNr7b-9gMNuKhDv6wrfHqY3GLrpxuo7370TH6nD2vp69k_v7yNn2aE8MpHcimsLTIjcssy6QUpbClAZe7UhSmopQLYzVICTy3oB3VvASpzaYosjSGMz5GD-e7--C_DjYOaucPoU8vFRVM0JwxmqcUnFMm-BiDdWofmk6Ho6KgTiBVAqmSnECqE8hUmZwrtrNBt9V_jT_o-TdcEnPv</recordid><startdate>20160905</startdate><enddate>20160905</enddate><creator>Jenarthanan, M.P</creator><creator>Lakshman Prakash, A</creator><creator>Jeyapaul, R</creator><general>Emerald Group Publishing Limited</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>7WY</scope><scope>7XB</scope><scope>8AF</scope><scope>8BQ</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BEZIV</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>F28</scope><scope>FR3</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>K6~</scope><scope>KB.</scope><scope>L.-</scope><scope>M0F</scope><scope>M2P</scope><scope>PDBOC</scope><scope>PQBIZ</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope></search><sort><creationdate>20160905</creationdate><title>Mathematical modeling of delamination factor on end milling of hybrid GFRP composites through RSM</title><author>Jenarthanan, M.P ; Lakshman Prakash, A ; Jeyapaul, R</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c311t-b6e165cf4e2499878e7c0f5f786cd1138cea099035e0af1a3709acb664646c323</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Composite materials</topic><topic>Design of experiments</topic><topic>Drilling</topic><topic>Laminates</topic><topic>Machine shops</topic><topic>Polymers</topic><topic>Studies</topic><topic>Taguchi methods</topic><topic>Variance analysis</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jenarthanan, M.P</creatorcontrib><creatorcontrib>Lakshman Prakash, A</creatorcontrib><creatorcontrib>Jeyapaul, R</creatorcontrib><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>ABI/INFORM Collection</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>STEM Database</collection><collection>METADEX</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>Materials Science & Engineering Collection</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Business Premium Collection</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>ProQuest Business Collection</collection><collection>Materials Science Database</collection><collection>ABI/INFORM Professional Advanced</collection><collection>ABI/INFORM Trade & Industry</collection><collection>Science Database</collection><collection>Materials Science Collection</collection><collection>ProQuest One Business</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><jtitle>Pigment & resin technology</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jenarthanan, M.P</au><au>Lakshman Prakash, A</au><au>Jeyapaul, R</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Mathematical modeling of delamination factor on end milling of hybrid GFRP composites through RSM</atitle><jtitle>Pigment & resin technology</jtitle><date>2016-09-05</date><risdate>2016</risdate><volume>45</volume><issue>5</issue><spage>371</spage><epage>379</epage><pages>371-379</pages><issn>0369-9420</issn><eissn>1758-6941</eissn><coden>PGRTBC</coden><abstract>Purpose
This paper aims to develop a mathematical model for delamination during end milling by using response surface methodology (RSM) and to determine how the input parameters (cutting speed, depth of cut and feed rate) influence the output response (delamination) in machining of hybrid glass fibre reinforced plastic (GFRP; abaca and glass) composite using solid carbide end mill cutter.
Design/methodology/approach
Three factors, three levels Box–Behnken design in RSM is used to carry out the experimental investigation. Shop microscope Mitutoyo TM-500 is used to measure the width of maximum damage of the machined hybrid GFRP composites. The “Design Expert 8.0” is used to analyse the data collected graphically. Analysis of variance is carried out to validate the model and for determining the most significant parameter.
Findings
The RSM is used to predict the input factors influencing the delamination on the machined surfaces of hybrid GFRP composite at different cutting conditions with the chosen range of 95 per cent confidence intervals. Analysis on the influences of the entire individual input machining parameters on the delamination has been carried out using RSM.
Originality/value
Effect of milling of hybrid GFRP composite on delamination with solid carbide end mill has not been analysed yet using RSM.</abstract><cop>Bradford</cop><pub>Emerald Group Publishing Limited</pub><doi>10.1108/PRT-08-2015-0083</doi><tpages>9</tpages></addata></record> |
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ispartof | Pigment & resin technology, 2016-09, Vol.45 (5), p.371-379 |
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language | eng |
recordid | cdi_emerald_primary_10_1108_PRT-08-2015-0083 |
source | Emerald:Jisc Collections:Emerald Subject Collections HE and FE 2024-2026:Emerald Premier (reading list) |
subjects | Composite materials Design of experiments Drilling Laminates Machine shops Polymers Studies Taguchi methods Variance analysis |
title | Mathematical modeling of delamination factor on end milling of hybrid GFRP composites through RSM |
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