A process performance index and its application to optimization of the rtm process

Resin transfer molding (RTM) is a promising manufacturing process for hig formance composite materials. However, the fact that RTM process design has traditionally been an expensive, time‐consuming trial‐and‐error procedure has p ited its wide application base. This paper proposes a solution to that...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Polymer composites 2001-10, Vol.22 (5), p.690-701
Hauptverfasser: Jiang, Shunliang, Zhang, Chuck, Wang, Ben
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
container_end_page 701
container_issue 5
container_start_page 690
container_title Polymer composites
container_volume 22
creator Jiang, Shunliang
Zhang, Chuck
Wang, Ben
description Resin transfer molding (RTM) is a promising manufacturing process for hig formance composite materials. However, the fact that RTM process design has traditionally been an expensive, time‐consuming trial‐and‐error procedure has p ited its wide application base. This paper proposes a solution to that problem—a simulation‐based optimum process design scheme for RTM. This scheme ei engineers to determine the optimum locations of injection gates and vents so both process efficiency and high part quality can be ensured. Essential to this mum process design scheme is a process performance index, which is defined respect to the major factors influencing RTM process efficiency and part quality This index is then used as the objective function for the RTM process design optimization model. Gate and vent locations are the process design parameters optimized. All data is obtained by running an RTM simulation program, and th netic algorithm (GA) is employed to carry out the optimization procedure for design parameters. It is found that constant pressure optimization will yi process with a short flow path, whereas constant flow optimization will yield process with smooth and vent‐oriented flow pattern. Although there is no dry factor in the objective function, it is interesting to note that both constant pres and constant flow optimization procedures result in process designs with a mil mum probability of dry spot formation. This study finds that, in general, cons flow optimization should be employed if injection pressure is not a major cone otherwise, constant pressure optimization should be used. Two case studies presented to illustrate the efficacy of this approach.
doi_str_mv 10.1002/pc.10571
format Article
fullrecord <record><control><sourceid>proquest_cross</sourceid><recordid>TN_cdi_proquest_miscellaneous_743382161</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>743382161</sourcerecordid><originalsourceid>FETCH-LOGICAL-c4581-6f49773684e70bd8f30ef61d3005c8544d6aa4ecaeee5d07853b1beeec8caadc3</originalsourceid><addsrcrecordid>eNp90W1LHDEQB_AgFXq1hX6EIPjwZmuyedyXeuhZKlalxZchl53F2N3Nmuzh6ac39k4Lgn01DPz4DzOD0FdKvlFCyoPB5SoU3UATKrguiJDVBzQhpSoLzSr1EX1K6TZLKiWboKtDPMTgICU8QGxC7GzvAPu-hiW2fY39mLAdhtY7O_rQ4zHgMIy-84-rPjR4vAEcx-4l6DPabGyb4Mu6bqHfJ8e_pqfF2c_Z9-nhWeG40LSQDa-UYlJzUGRe64YRaCStGSHCacF5La3l4CwAiJooLdicznPjtLO2dmwL7a1y89y7BaTRdD45aFvbQ1gkozhjOq9Js9z9ryyl1s_nyHD7DbwNi9jnLQytKsol5WVG-yvkYkgpQmOG6DsbHwwl5vkHZnDm7w8y3Vnn2eRs28R8XJ_-eU5JVXGSXbFy976Fh3fzzMX0JXftfRph-ept_GOkYkqY6_OZ-TG7LE-Ori7NBXsC4bejWg</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>199146142</pqid></control><display><type>article</type><title>A process performance index and its application to optimization of the rtm process</title><source>Wiley Journals</source><creator>Jiang, Shunliang ; Zhang, Chuck ; Wang, Ben</creator><creatorcontrib>Jiang, Shunliang ; Zhang, Chuck ; Wang, Ben</creatorcontrib><description>Resin transfer molding (RTM) is a promising manufacturing process for hig formance composite materials. However, the fact that RTM process design has traditionally been an expensive, time‐consuming trial‐and‐error procedure has p ited its wide application base. This paper proposes a solution to that problem—a simulation‐based optimum process design scheme for RTM. This scheme ei engineers to determine the optimum locations of injection gates and vents so both process efficiency and high part quality can be ensured. Essential to this mum process design scheme is a process performance index, which is defined respect to the major factors influencing RTM process efficiency and part quality This index is then used as the objective function for the RTM process design optimization model. Gate and vent locations are the process design parameters optimized. All data is obtained by running an RTM simulation program, and th netic algorithm (GA) is employed to carry out the optimization procedure for design parameters. It is found that constant pressure optimization will yi process with a short flow path, whereas constant flow optimization will yield process with smooth and vent‐oriented flow pattern. Although there is no dry factor in the objective function, it is interesting to note that both constant pres and constant flow optimization procedures result in process designs with a mil mum probability of dry spot formation. This study finds that, in general, cons flow optimization should be employed if injection pressure is not a major cone otherwise, constant pressure optimization should be used. Two case studies presented to illustrate the efficacy of this approach.</description><identifier>ISSN: 0272-8397</identifier><identifier>EISSN: 1548-0569</identifier><identifier>DOI: 10.1002/pc.10571</identifier><identifier>CODEN: PCOMDI</identifier><language>eng</language><publisher>Hoboken: Wiley Subscription Services, Inc., A Wiley Company</publisher><subject>Applied sciences ; Composites ; Exact sciences and technology ; Forms of application and semi-finished materials ; Polymer industry, paints, wood ; Technology of polymers</subject><ispartof>Polymer composites, 2001-10, Vol.22 (5), p.690-701</ispartof><rights>Copyright © 2001 Society of Plastics Engineers</rights><rights>2002 INIST-CNRS</rights><rights>Copyright Society of Plastics Engineers Oct 2001</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c4581-6f49773684e70bd8f30ef61d3005c8544d6aa4ecaeee5d07853b1beeec8caadc3</citedby><cites>FETCH-LOGICAL-c4581-6f49773684e70bd8f30ef61d3005c8544d6aa4ecaeee5d07853b1beeec8caadc3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Fpc.10571$$EPDF$$P50$$Gwiley$$H</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Fpc.10571$$EHTML$$P50$$Gwiley$$H</linktohtml><link.rule.ids>314,780,784,1417,27924,27925,45574,45575</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&amp;idt=14109940$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Jiang, Shunliang</creatorcontrib><creatorcontrib>Zhang, Chuck</creatorcontrib><creatorcontrib>Wang, Ben</creatorcontrib><title>A process performance index and its application to optimization of the rtm process</title><title>Polymer composites</title><addtitle>Polym Compos</addtitle><description>Resin transfer molding (RTM) is a promising manufacturing process for hig formance composite materials. However, the fact that RTM process design has traditionally been an expensive, time‐consuming trial‐and‐error procedure has p ited its wide application base. This paper proposes a solution to that problem—a simulation‐based optimum process design scheme for RTM. This scheme ei engineers to determine the optimum locations of injection gates and vents so both process efficiency and high part quality can be ensured. Essential to this mum process design scheme is a process performance index, which is defined respect to the major factors influencing RTM process efficiency and part quality This index is then used as the objective function for the RTM process design optimization model. Gate and vent locations are the process design parameters optimized. All data is obtained by running an RTM simulation program, and th netic algorithm (GA) is employed to carry out the optimization procedure for design parameters. It is found that constant pressure optimization will yi process with a short flow path, whereas constant flow optimization will yield process with smooth and vent‐oriented flow pattern. Although there is no dry factor in the objective function, it is interesting to note that both constant pres and constant flow optimization procedures result in process designs with a mil mum probability of dry spot formation. This study finds that, in general, cons flow optimization should be employed if injection pressure is not a major cone otherwise, constant pressure optimization should be used. Two case studies presented to illustrate the efficacy of this approach.</description><subject>Applied sciences</subject><subject>Composites</subject><subject>Exact sciences and technology</subject><subject>Forms of application and semi-finished materials</subject><subject>Polymer industry, paints, wood</subject><subject>Technology of polymers</subject><issn>0272-8397</issn><issn>1548-0569</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2001</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp90W1LHDEQB_AgFXq1hX6EIPjwZmuyedyXeuhZKlalxZchl53F2N3Nmuzh6ac39k4Lgn01DPz4DzOD0FdKvlFCyoPB5SoU3UATKrguiJDVBzQhpSoLzSr1EX1K6TZLKiWboKtDPMTgICU8QGxC7GzvAPu-hiW2fY39mLAdhtY7O_rQ4zHgMIy-84-rPjR4vAEcx-4l6DPabGyb4Mu6bqHfJ8e_pqfF2c_Z9-nhWeG40LSQDa-UYlJzUGRe64YRaCStGSHCacF5La3l4CwAiJooLdicznPjtLO2dmwL7a1y89y7BaTRdD45aFvbQ1gkozhjOq9Js9z9ryyl1s_nyHD7DbwNi9jnLQytKsol5WVG-yvkYkgpQmOG6DsbHwwl5vkHZnDm7w8y3Vnn2eRs28R8XJ_-eU5JVXGSXbFy976Fh3fzzMX0JXftfRph-ept_GOkYkqY6_OZ-TG7LE-Ori7NBXsC4bejWg</recordid><startdate>200110</startdate><enddate>200110</enddate><creator>Jiang, Shunliang</creator><creator>Zhang, Chuck</creator><creator>Wang, Ben</creator><general>Wiley Subscription Services, Inc., A Wiley Company</general><general>Willey</general><general>Blackwell Publishing Ltd</general><scope>BSCLL</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7SR</scope><scope>7XB</scope><scope>88I</scope><scope>8AF</scope><scope>8AO</scope><scope>8FD</scope><scope>8FE</scope><scope>8FG</scope><scope>8FK</scope><scope>ABJCF</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>ARAPS</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>D1I</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>JG9</scope><scope>KB.</scope><scope>M2P</scope><scope>P5Z</scope><scope>P62</scope><scope>PDBOC</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>S0X</scope></search><sort><creationdate>200110</creationdate><title>A process performance index and its application to optimization of the rtm process</title><author>Jiang, Shunliang ; Zhang, Chuck ; Wang, Ben</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c4581-6f49773684e70bd8f30ef61d3005c8544d6aa4ecaeee5d07853b1beeec8caadc3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2001</creationdate><topic>Applied sciences</topic><topic>Composites</topic><topic>Exact sciences and technology</topic><topic>Forms of application and semi-finished materials</topic><topic>Polymer industry, paints, wood</topic><topic>Technology of polymers</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Jiang, Shunliang</creatorcontrib><creatorcontrib>Zhang, Chuck</creatorcontrib><creatorcontrib>Wang, Ben</creatorcontrib><collection>Istex</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>Engineered Materials Abstracts</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>STEM Database</collection><collection>ProQuest Pharma Collection</collection><collection>Technology Research Database</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Technology Collection</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>Materials Science &amp; Engineering Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>Advanced Technologies &amp; Aerospace Collection</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Central</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Materials Science Collection</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Materials Research Database</collection><collection>Materials Science Database</collection><collection>Science Database</collection><collection>Advanced Technologies &amp; Aerospace Database</collection><collection>ProQuest Advanced Technologies &amp; Aerospace Collection</collection><collection>Materials Science Collection</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><collection>SIRS Editorial</collection><jtitle>Polymer composites</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Jiang, Shunliang</au><au>Zhang, Chuck</au><au>Wang, Ben</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>A process performance index and its application to optimization of the rtm process</atitle><jtitle>Polymer composites</jtitle><addtitle>Polym Compos</addtitle><date>2001-10</date><risdate>2001</risdate><volume>22</volume><issue>5</issue><spage>690</spage><epage>701</epage><pages>690-701</pages><issn>0272-8397</issn><eissn>1548-0569</eissn><coden>PCOMDI</coden><abstract>Resin transfer molding (RTM) is a promising manufacturing process for hig formance composite materials. However, the fact that RTM process design has traditionally been an expensive, time‐consuming trial‐and‐error procedure has p ited its wide application base. This paper proposes a solution to that problem—a simulation‐based optimum process design scheme for RTM. This scheme ei engineers to determine the optimum locations of injection gates and vents so both process efficiency and high part quality can be ensured. Essential to this mum process design scheme is a process performance index, which is defined respect to the major factors influencing RTM process efficiency and part quality This index is then used as the objective function for the RTM process design optimization model. Gate and vent locations are the process design parameters optimized. All data is obtained by running an RTM simulation program, and th netic algorithm (GA) is employed to carry out the optimization procedure for design parameters. It is found that constant pressure optimization will yi process with a short flow path, whereas constant flow optimization will yield process with smooth and vent‐oriented flow pattern. Although there is no dry factor in the objective function, it is interesting to note that both constant pres and constant flow optimization procedures result in process designs with a mil mum probability of dry spot formation. This study finds that, in general, cons flow optimization should be employed if injection pressure is not a major cone otherwise, constant pressure optimization should be used. Two case studies presented to illustrate the efficacy of this approach.</abstract><cop>Hoboken</cop><pub>Wiley Subscription Services, Inc., A Wiley Company</pub><doi>10.1002/pc.10571</doi><tpages>12</tpages></addata></record>
fulltext fulltext
identifier ISSN: 0272-8397
ispartof Polymer composites, 2001-10, Vol.22 (5), p.690-701
issn 0272-8397
1548-0569
language eng
recordid cdi_proquest_miscellaneous_743382161
source Wiley Journals
subjects Applied sciences
Composites
Exact sciences and technology
Forms of application and semi-finished materials
Polymer industry, paints, wood
Technology of polymers
title A process performance index and its application to optimization of the rtm process
url https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-04T14%3A44%3A22IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_cross&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=A%20process%20performance%20index%20and%20its%20application%20to%20optimization%20of%20the%20rtm%20process&rft.jtitle=Polymer%20composites&rft.au=Jiang,%20Shunliang&rft.date=2001-10&rft.volume=22&rft.issue=5&rft.spage=690&rft.epage=701&rft.pages=690-701&rft.issn=0272-8397&rft.eissn=1548-0569&rft.coden=PCOMDI&rft_id=info:doi/10.1002/pc.10571&rft_dat=%3Cproquest_cross%3E743382161%3C/proquest_cross%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=199146142&rft_id=info:pmid/&rfr_iscdi=true