Exterior prefabricated panelized walls platform optimization
Panelized wall system (PWS) is an effective offsite prefabrication approach that provides higher flexibility and customization power compared to modular construction. Product platform is an industrial engineering approach that can help in managing the panels' layout and component proliferation...
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Veröffentlicht in: | Automation in construction 2017-04, Vol.76, p.1-13 |
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creator | Said, Hisham M. Chalasani, Tejaswini Logan, Stephanie |
description | Panelized wall system (PWS) is an effective offsite prefabrication approach that provides higher flexibility and customization power compared to modular construction. Product platform is an industrial engineering approach that can help in managing the panels' layout and component proliferation in the effort to comply with varying design requirements. Accordingly, this paper presents the development, implementation, and validation of a new exterior panelized walls platform optimization (EPWPO) model that optimizes the tradeoff between minimizing the total fabrication cost of the panels and minimizing the resulting design deviation from enforcing common platform designs for the panels. Two new metrics were developed to quantify the two conflicting objectives of panel platform design: total fabrication cost (TFC) and design deviation index (DDI). New computational algorithms were developed to automate the functions of panel elements geometry manipulation, structural analysis, and structural design in conjunction with the optimization process. The performance of the EPWPO model was illustrated using an application example of the fabrication of the exterior wall panels of a public school. Two analyses were performed to investigate the dependence of the model results on the platform configuration input and the degree of wall length tolerances.
•New model was developed to optimize the design of exterior panelized wall platform design.•Tradeoff exists between minimizing panel fabrication costs and deviations from original design.•Panel geometric design deviation can be quantified using a new metric.•Platforms with high customization can help in complying with strict design requirements.•Feasibility of panel commonality is dependent on platform configuration and design tolerance. |
doi_str_mv | 10.1016/j.autcon.2017.01.002 |
format | Article |
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•New model was developed to optimize the design of exterior panelized wall platform design.•Tradeoff exists between minimizing panel fabrication costs and deviations from original design.•Panel geometric design deviation can be quantified using a new metric.•Platforms with high customization can help in complying with strict design requirements.•Feasibility of panel commonality is dependent on platform configuration and design tolerance.</description><identifier>ISSN: 0926-5805</identifier><identifier>EISSN: 1872-7891</identifier><identifier>DOI: 10.1016/j.autcon.2017.01.002</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Commonality ; Customization ; Design for prefabrication ; Design optimization ; Deviation ; Genetic algorithms ; Industrial engineering ; Mass customization ; Modular construction ; Modular engineering ; Multi-objective optimization ; Optimization ; Panels ; Platform design ; Prefabricated buildings ; Prefabrication ; Public schools ; Structural analysis ; Structural design ; Studies ; Tolerances ; Walls</subject><ispartof>Automation in construction, 2017-04, Vol.76, p.1-13</ispartof><rights>2017 Elsevier B.V.</rights><rights>Copyright Elsevier BV Apr 2017</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c334t-e89fcfd340cf9879ec25b99ca6bdc65205275a71fd9a2dc5db39d3186bbc47513</citedby><cites>FETCH-LOGICAL-c334t-e89fcfd340cf9879ec25b99ca6bdc65205275a71fd9a2dc5db39d3186bbc47513</cites><orcidid>0000-0002-6601-9498</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.autcon.2017.01.002$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>315,781,785,3551,27926,27927,45997</link.rule.ids></links><search><creatorcontrib>Said, Hisham M.</creatorcontrib><creatorcontrib>Chalasani, Tejaswini</creatorcontrib><creatorcontrib>Logan, Stephanie</creatorcontrib><title>Exterior prefabricated panelized walls platform optimization</title><title>Automation in construction</title><description>Panelized wall system (PWS) is an effective offsite prefabrication approach that provides higher flexibility and customization power compared to modular construction. Product platform is an industrial engineering approach that can help in managing the panels' layout and component proliferation in the effort to comply with varying design requirements. Accordingly, this paper presents the development, implementation, and validation of a new exterior panelized walls platform optimization (EPWPO) model that optimizes the tradeoff between minimizing the total fabrication cost of the panels and minimizing the resulting design deviation from enforcing common platform designs for the panels. Two new metrics were developed to quantify the two conflicting objectives of panel platform design: total fabrication cost (TFC) and design deviation index (DDI). New computational algorithms were developed to automate the functions of panel elements geometry manipulation, structural analysis, and structural design in conjunction with the optimization process. The performance of the EPWPO model was illustrated using an application example of the fabrication of the exterior wall panels of a public school. Two analyses were performed to investigate the dependence of the model results on the platform configuration input and the degree of wall length tolerances.
•New model was developed to optimize the design of exterior panelized wall platform design.•Tradeoff exists between minimizing panel fabrication costs and deviations from original design.•Panel geometric design deviation can be quantified using a new metric.•Platforms with high customization can help in complying with strict design requirements.•Feasibility of panel commonality is dependent on platform configuration and design tolerance.</description><subject>Commonality</subject><subject>Customization</subject><subject>Design for prefabrication</subject><subject>Design optimization</subject><subject>Deviation</subject><subject>Genetic algorithms</subject><subject>Industrial engineering</subject><subject>Mass customization</subject><subject>Modular construction</subject><subject>Modular engineering</subject><subject>Multi-objective optimization</subject><subject>Optimization</subject><subject>Panels</subject><subject>Platform design</subject><subject>Prefabricated buildings</subject><subject>Prefabrication</subject><subject>Public schools</subject><subject>Structural analysis</subject><subject>Structural design</subject><subject>Studies</subject><subject>Tolerances</subject><subject>Walls</subject><issn>0926-5805</issn><issn>1872-7891</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2017</creationdate><recordtype>article</recordtype><recordid>eNp9kEtLxDAUhYMoOI7-AxcF1603adM0IIIM4wMG3Og6pEkKKZ2mJqmP-fVmqGtX9yzOOZfzIXSNocCA69u-kHNUbiwIYFYALgDICVrhhpGcNRyfohVwUue0AXqOLkLoAYBBzVfobvsdjbfOZ5M3nWy9VTIanU1yNIM9JPUlhyFk0yBj5_w-c1O0e3uQ0brxEp11cgjm6u-u0fvj9m3znO9en142D7tclWUVc9PwTnW6rEB1vGHcKEJbzpWsW61qSoASRiXDneaSaEV1W3Jd4qZuW1Uxiss1ull6J-8-ZhOi6N3sx_RSYE4oZqmiSa5qcSnvQkhrxOTtXvofgUEcOYleLJzEkZMALBKnFLtfYiYt-LTGi6CsGZXR1hsVhXb2_4JfJP5z_w</recordid><startdate>201704</startdate><enddate>201704</enddate><creator>Said, Hisham M.</creator><creator>Chalasani, Tejaswini</creator><creator>Logan, Stephanie</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><orcidid>https://orcid.org/0000-0002-6601-9498</orcidid></search><sort><creationdate>201704</creationdate><title>Exterior prefabricated panelized walls platform optimization</title><author>Said, Hisham M. ; Chalasani, Tejaswini ; Logan, Stephanie</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c334t-e89fcfd340cf9879ec25b99ca6bdc65205275a71fd9a2dc5db39d3186bbc47513</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2017</creationdate><topic>Commonality</topic><topic>Customization</topic><topic>Design for prefabrication</topic><topic>Design optimization</topic><topic>Deviation</topic><topic>Genetic algorithms</topic><topic>Industrial engineering</topic><topic>Mass customization</topic><topic>Modular construction</topic><topic>Modular engineering</topic><topic>Multi-objective optimization</topic><topic>Optimization</topic><topic>Panels</topic><topic>Platform design</topic><topic>Prefabricated buildings</topic><topic>Prefabrication</topic><topic>Public schools</topic><topic>Structural analysis</topic><topic>Structural design</topic><topic>Studies</topic><topic>Tolerances</topic><topic>Walls</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Said, Hisham M.</creatorcontrib><creatorcontrib>Chalasani, Tejaswini</creatorcontrib><creatorcontrib>Logan, Stephanie</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Civil Engineering Abstracts</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><jtitle>Automation in construction</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Said, Hisham M.</au><au>Chalasani, Tejaswini</au><au>Logan, Stephanie</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Exterior prefabricated panelized walls platform optimization</atitle><jtitle>Automation in construction</jtitle><date>2017-04</date><risdate>2017</risdate><volume>76</volume><spage>1</spage><epage>13</epage><pages>1-13</pages><issn>0926-5805</issn><eissn>1872-7891</eissn><abstract>Panelized wall system (PWS) is an effective offsite prefabrication approach that provides higher flexibility and customization power compared to modular construction. Product platform is an industrial engineering approach that can help in managing the panels' layout and component proliferation in the effort to comply with varying design requirements. Accordingly, this paper presents the development, implementation, and validation of a new exterior panelized walls platform optimization (EPWPO) model that optimizes the tradeoff between minimizing the total fabrication cost of the panels and minimizing the resulting design deviation from enforcing common platform designs for the panels. Two new metrics were developed to quantify the two conflicting objectives of panel platform design: total fabrication cost (TFC) and design deviation index (DDI). New computational algorithms were developed to automate the functions of panel elements geometry manipulation, structural analysis, and structural design in conjunction with the optimization process. The performance of the EPWPO model was illustrated using an application example of the fabrication of the exterior wall panels of a public school. Two analyses were performed to investigate the dependence of the model results on the platform configuration input and the degree of wall length tolerances.
•New model was developed to optimize the design of exterior panelized wall platform design.•Tradeoff exists between minimizing panel fabrication costs and deviations from original design.•Panel geometric design deviation can be quantified using a new metric.•Platforms with high customization can help in complying with strict design requirements.•Feasibility of panel commonality is dependent on platform configuration and design tolerance.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.autcon.2017.01.002</doi><tpages>13</tpages><orcidid>https://orcid.org/0000-0002-6601-9498</orcidid></addata></record> |
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subjects | Commonality Customization Design for prefabrication Design optimization Deviation Genetic algorithms Industrial engineering Mass customization Modular construction Modular engineering Multi-objective optimization Optimization Panels Platform design Prefabricated buildings Prefabrication Public schools Structural analysis Structural design Studies Tolerances Walls |
title | Exterior prefabricated panelized walls platform optimization |
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