Ant Colony Optimization for dispersed laminated composite panels under biaxial loading
► The Ant Colony algorithm is implemented to optimize the stacking sequence of composite panels under biaxial loading. ► The optimum solutions of three different failure criteria are compared. ► The critical buckling load is maximized with strength constraints. ► The LaRC03 failure indices are minim...
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Veröffentlicht in: | Composite structures 2011-12, Vol.94 (1), p.31-36 |
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description | ► The Ant Colony algorithm is implemented to optimize the stacking sequence of composite panels under biaxial loading. ► The optimum solutions of three different failure criteria are compared. ► The critical buckling load is maximized with strength constraints. ► The LaRC03 failure indices are minimized with strength constraints.
The current study aims to show the benefits of dispersed laminates (laminates in which the orientation angles are not limited to the conventional, 0°, ±45° and 90°, orientations) over conventional ones, in terms of stiffness, buckling resistance and strength, in structural applications. The Ant Colony Optimization algorithm is used with strength constraints to find the best candidate to achieve this goal. A study is conducted to select the most suitable failure criterion among three common ones.
The methodology is used for two loading cases: biaxial compression and biaxial tension. In the case of biaxial compression, the problem is formulated to maximize the critical buckling load whereas with the biaxial tension, the formulation is to minimize the failure index. For both loading cases, the methodology succeeds in improving the response of dispersed laminates with respect to the conventional ones. These results support the movement of the composite industry toward using dispersed laminates. |
doi_str_mv | 10.1016/j.compstruct.2011.07.021 |
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The current study aims to show the benefits of dispersed laminates (laminates in which the orientation angles are not limited to the conventional, 0°, ±45° and 90°, orientations) over conventional ones, in terms of stiffness, buckling resistance and strength, in structural applications. The Ant Colony Optimization algorithm is used with strength constraints to find the best candidate to achieve this goal. A study is conducted to select the most suitable failure criterion among three common ones.
The methodology is used for two loading cases: biaxial compression and biaxial tension. In the case of biaxial compression, the problem is formulated to maximize the critical buckling load whereas with the biaxial tension, the formulation is to minimize the failure index. For both loading cases, the methodology succeeds in improving the response of dispersed laminates with respect to the conventional ones. These results support the movement of the composite industry toward using dispersed laminates.</description><identifier>ISSN: 0263-8223</identifier><identifier>EISSN: 1879-1085</identifier><identifier>DOI: 10.1016/j.compstruct.2011.07.021</identifier><identifier>CODEN: COMSE2</identifier><language>eng</language><publisher>Kidlington: Elsevier Ltd</publisher><subject>Ant Colony algorithm ; Buckling ; Colonies ; Compressing ; Dispersion ; Exact sciences and technology ; Failure ; Failure criteria ; Fracture mechanics (crack, fatigue, damage...) ; Fundamental areas of phenomenology (including applications) ; Laminates ; Optimization ; Orientation ; Physics ; Solid mechanics ; Stacking sequence dispersion ; Structural and continuum mechanics</subject><ispartof>Composite structures, 2011-12, Vol.94 (1), p.31-36</ispartof><rights>2011 Elsevier Ltd</rights><rights>2015 INIST-CNRS</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c413t-7cd5799c189b4e97b4972e3e9493dada3dbd93b284e32b59de2cdb89f665fcd43</citedby><cites>FETCH-LOGICAL-c413t-7cd5799c189b4e97b4972e3e9493dada3dbd93b284e32b59de2cdb89f665fcd43</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.compstruct.2011.07.021$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3550,27924,27925,45995</link.rule.ids><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=24579687$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Sebaey, T.A.</creatorcontrib><creatorcontrib>Lopes, C.S.</creatorcontrib><creatorcontrib>Blanco, N.</creatorcontrib><creatorcontrib>Costa, J.</creatorcontrib><title>Ant Colony Optimization for dispersed laminated composite panels under biaxial loading</title><title>Composite structures</title><description>► The Ant Colony algorithm is implemented to optimize the stacking sequence of composite panels under biaxial loading. ► The optimum solutions of three different failure criteria are compared. ► The critical buckling load is maximized with strength constraints. ► The LaRC03 failure indices are minimized with strength constraints.
The current study aims to show the benefits of dispersed laminates (laminates in which the orientation angles are not limited to the conventional, 0°, ±45° and 90°, orientations) over conventional ones, in terms of stiffness, buckling resistance and strength, in structural applications. The Ant Colony Optimization algorithm is used with strength constraints to find the best candidate to achieve this goal. A study is conducted to select the most suitable failure criterion among three common ones.
The methodology is used for two loading cases: biaxial compression and biaxial tension. In the case of biaxial compression, the problem is formulated to maximize the critical buckling load whereas with the biaxial tension, the formulation is to minimize the failure index. For both loading cases, the methodology succeeds in improving the response of dispersed laminates with respect to the conventional ones. These results support the movement of the composite industry toward using dispersed laminates.</description><subject>Ant Colony algorithm</subject><subject>Buckling</subject><subject>Colonies</subject><subject>Compressing</subject><subject>Dispersion</subject><subject>Exact sciences and technology</subject><subject>Failure</subject><subject>Failure criteria</subject><subject>Fracture mechanics (crack, fatigue, damage...)</subject><subject>Fundamental areas of phenomenology (including applications)</subject><subject>Laminates</subject><subject>Optimization</subject><subject>Orientation</subject><subject>Physics</subject><subject>Solid mechanics</subject><subject>Stacking sequence dispersion</subject><subject>Structural and continuum mechanics</subject><issn>0263-8223</issn><issn>1879-1085</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2011</creationdate><recordtype>article</recordtype><recordid>eNqFkE1v1DAQhi1EJZaW_-ALgktSfyW2j2XFR6VKvQBXy7EnyCsnDrYX0f76erUV3OA0c3hm3pkHIUxJTwkdrw-9S8tWaj662jNCaU9kTxh9gXZUSd1RooaXaEfYyDvFGH-FXpdyIIQoQekOfb9ZK96nmNYHfL_VsIRHW0Na8Zwy9qFskAt4HO0SVltbd0pLJVTAm10hFnxcPWQ8Bfs72Ihjsj6sP67QxWxjgTfP9RJ9-_Tx6_5Ld3f_-XZ_c9c5QXntpPOD1NpRpScBWk5CSwYctNDcW2-5n7zmE1MCOJsG7YE5Pyk9j-MwOy_4JXp33rvl9PMIpZolFAcxttvSsRjd3qaMD7qR7_9JUjmyRgqtGqrOqMuplAyz2XJYbH4wlJiTdHMwf6Wbk3RDpGnS2-jb5xRbnI1ztqsL5c88E-3dUcnGfThzzSD8CpBNcQFWBz5kaDt9Cv8PewIbSZ7_</recordid><startdate>20111201</startdate><enddate>20111201</enddate><creator>Sebaey, T.A.</creator><creator>Lopes, C.S.</creator><creator>Blanco, N.</creator><creator>Costa, J.</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SR</scope><scope>8FD</scope><scope>H8D</scope><scope>JG9</scope><scope>L7M</scope></search><sort><creationdate>20111201</creationdate><title>Ant Colony Optimization for dispersed laminated composite panels under biaxial loading</title><author>Sebaey, T.A. ; Lopes, C.S. ; Blanco, N. ; Costa, J.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c413t-7cd5799c189b4e97b4972e3e9493dada3dbd93b284e32b59de2cdb89f665fcd43</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2011</creationdate><topic>Ant Colony algorithm</topic><topic>Buckling</topic><topic>Colonies</topic><topic>Compressing</topic><topic>Dispersion</topic><topic>Exact sciences and technology</topic><topic>Failure</topic><topic>Failure criteria</topic><topic>Fracture mechanics (crack, fatigue, damage...)</topic><topic>Fundamental areas of phenomenology (including applications)</topic><topic>Laminates</topic><topic>Optimization</topic><topic>Orientation</topic><topic>Physics</topic><topic>Solid mechanics</topic><topic>Stacking sequence dispersion</topic><topic>Structural and continuum mechanics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Sebaey, T.A.</creatorcontrib><creatorcontrib>Lopes, C.S.</creatorcontrib><creatorcontrib>Blanco, N.</creatorcontrib><creatorcontrib>Costa, J.</creatorcontrib><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Engineered Materials Abstracts</collection><collection>Technology Research Database</collection><collection>Aerospace Database</collection><collection>Materials Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><jtitle>Composite structures</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Sebaey, T.A.</au><au>Lopes, C.S.</au><au>Blanco, N.</au><au>Costa, J.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Ant Colony Optimization for dispersed laminated composite panels under biaxial loading</atitle><jtitle>Composite structures</jtitle><date>2011-12-01</date><risdate>2011</risdate><volume>94</volume><issue>1</issue><spage>31</spage><epage>36</epage><pages>31-36</pages><issn>0263-8223</issn><eissn>1879-1085</eissn><coden>COMSE2</coden><abstract>► The Ant Colony algorithm is implemented to optimize the stacking sequence of composite panels under biaxial loading. ► The optimum solutions of three different failure criteria are compared. ► The critical buckling load is maximized with strength constraints. ► The LaRC03 failure indices are minimized with strength constraints.
The current study aims to show the benefits of dispersed laminates (laminates in which the orientation angles are not limited to the conventional, 0°, ±45° and 90°, orientations) over conventional ones, in terms of stiffness, buckling resistance and strength, in structural applications. The Ant Colony Optimization algorithm is used with strength constraints to find the best candidate to achieve this goal. A study is conducted to select the most suitable failure criterion among three common ones.
The methodology is used for two loading cases: biaxial compression and biaxial tension. In the case of biaxial compression, the problem is formulated to maximize the critical buckling load whereas with the biaxial tension, the formulation is to minimize the failure index. For both loading cases, the methodology succeeds in improving the response of dispersed laminates with respect to the conventional ones. These results support the movement of the composite industry toward using dispersed laminates.</abstract><cop>Kidlington</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.compstruct.2011.07.021</doi><tpages>6</tpages></addata></record> |
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subjects | Ant Colony algorithm Buckling Colonies Compressing Dispersion Exact sciences and technology Failure Failure criteria Fracture mechanics (crack, fatigue, damage...) Fundamental areas of phenomenology (including applications) Laminates Optimization Orientation Physics Solid mechanics Stacking sequence dispersion Structural and continuum mechanics |
title | Ant Colony Optimization for dispersed laminated composite panels under biaxial loading |
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