Topology optimization of steel frame structures with constraints on overall and individual member instabilities
A computationally efficient structural topology optimization framework is proposed for design of steel frame structures with user-defined factors of safety against overall structure (global) and individual member instabilities. The objective function is minimization of either compliance or the maxim...
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Veröffentlicht in: | Finite elements in analysis and design 2018-03, Vol.141, p.119-134 |
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creator | Changizi, Navid Jalalpour, Mehdi |
description | A computationally efficient structural topology optimization framework is proposed for design of steel frame structures with user-defined factors of safety against overall structure (global) and individual member instabilities. The objective function is minimization of either compliance or the maximum of von Mises stresses within the frame structure. Within optimization, overall structure buckling modes are found via an eigenvalue analysis, a subset of “pseudo modes” are identified using a newly proposed methodology and are discarded to obtain a set of real eigenvalues. Moreover, individual member buckling loads are estimated with Euler buckling analysis and are aggregated into a single constraint. The minimum of each instability constraint is then estimated with separate differentiable negative p-norm functions. Sensitivities of these newly developed constraints are explicitly derived for application of gradient-based optimizers. The topology of four frame structures featuring moment-resisting connections and member cross-sectional properties mapped from the American Institute of Steel Construction design manual are optimized with the proposed algorithm to verify its effectiveness in optimizing structural performance while maintaining factors of safety against overall and individual member instabilities. The interaction effects of preventing instabilities at different safety levels and the choice of objective function on the final designs and their performances are investigated.
•A stress-based topology optimization algorithm for frame structures that controls instabilities is presented.•A new and scalable constraint for local buckling prevention is proposed.•A new methodology to identify and eliminate the pseudo-buckling modes is presented.•Gradient of the objective function is derived analytically and was used in an efficient gradient-based optimizer.•The resulting designs performances are compared with conventional designs. |
doi_str_mv | 10.1016/j.finel.2017.11.003 |
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•A stress-based topology optimization algorithm for frame structures that controls instabilities is presented.•A new and scalable constraint for local buckling prevention is proposed.•A new methodology to identify and eliminate the pseudo-buckling modes is presented.•Gradient of the objective function is derived analytically and was used in an efficient gradient-based optimizer.•The resulting designs performances are compared with conventional designs.</description><identifier>ISSN: 0168-874X</identifier><identifier>EISSN: 1872-6925</identifier><identifier>DOI: 10.1016/j.finel.2017.11.003</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Design engineering ; Design optimization ; Eigenvalue analysis ; Eigenvalues ; Euler buckling ; Euler buckling loads ; Finite element analysis ; Frame structures ; Pseudo buckling modes ; Safety ; Stability ; Steel construction ; Steel frame structures ; Steel frames ; Steel structures ; Structural steels ; Topology ; Topology optimization</subject><ispartof>Finite elements in analysis and design, 2018-03, Vol.141, p.119-134</ispartof><rights>2017 Elsevier B.V.</rights><rights>Copyright Elsevier BV Mar 2018</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c331t-7087c14195a689f22935fbea54631efe4bf1206b27967e3faf5252c81f5085363</citedby><cites>FETCH-LOGICAL-c331t-7087c14195a689f22935fbea54631efe4bf1206b27967e3faf5252c81f5085363</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0168874X17302251$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Changizi, Navid</creatorcontrib><creatorcontrib>Jalalpour, Mehdi</creatorcontrib><title>Topology optimization of steel frame structures with constraints on overall and individual member instabilities</title><title>Finite elements in analysis and design</title><description>A computationally efficient structural topology optimization framework is proposed for design of steel frame structures with user-defined factors of safety against overall structure (global) and individual member instabilities. The objective function is minimization of either compliance or the maximum of von Mises stresses within the frame structure. Within optimization, overall structure buckling modes are found via an eigenvalue analysis, a subset of “pseudo modes” are identified using a newly proposed methodology and are discarded to obtain a set of real eigenvalues. Moreover, individual member buckling loads are estimated with Euler buckling analysis and are aggregated into a single constraint. The minimum of each instability constraint is then estimated with separate differentiable negative p-norm functions. Sensitivities of these newly developed constraints are explicitly derived for application of gradient-based optimizers. The topology of four frame structures featuring moment-resisting connections and member cross-sectional properties mapped from the American Institute of Steel Construction design manual are optimized with the proposed algorithm to verify its effectiveness in optimizing structural performance while maintaining factors of safety against overall and individual member instabilities. The interaction effects of preventing instabilities at different safety levels and the choice of objective function on the final designs and their performances are investigated.
•A stress-based topology optimization algorithm for frame structures that controls instabilities is presented.•A new and scalable constraint for local buckling prevention is proposed.•A new methodology to identify and eliminate the pseudo-buckling modes is presented.•Gradient of the objective function is derived analytically and was used in an efficient gradient-based optimizer.•The resulting designs performances are compared with conventional designs.</description><subject>Design engineering</subject><subject>Design optimization</subject><subject>Eigenvalue analysis</subject><subject>Eigenvalues</subject><subject>Euler buckling</subject><subject>Euler buckling loads</subject><subject>Finite element analysis</subject><subject>Frame structures</subject><subject>Pseudo buckling modes</subject><subject>Safety</subject><subject>Stability</subject><subject>Steel construction</subject><subject>Steel frame structures</subject><subject>Steel frames</subject><subject>Steel structures</subject><subject>Structural steels</subject><subject>Topology</subject><subject>Topology optimization</subject><issn>0168-874X</issn><issn>1872-6925</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp9kE1r3DAQhkVJoZu0v6AXQc529WFZ8iGHEtq0EMglgdyELI_aWWxrK8lb0l9fbbfnnGYYnneGeQj5yFnLGe8_7duAK8ytYFy3nLeMyTdkx40WTT8IdUF2lTKN0d3zO3KZ854xpkTf7Uh8jIc4xx8vNB4KLvjHFYwrjYHmAjDTkNwCtU-bL1uCTH9j-Ul9XOvI4VoyPdFHSG6eqVsniuuER5w2N9MFlhFSneTiRpyxIOT35G1wc4YP_-sVefr65fH2W3P_cPf99vN946XkpdHMaM87PijXmyEIMUgVRnCq6yWHAN0YuGD9KPTQa5DBBSWU8IYHxYySvbwi1-e9hxR_bZCL3cctrfWkrZKEkUYPplLyTPkUc04Q7CHh4tKL5cyezNq9_Wf2FNKWc1vN1tTNOQX1gSNCstkjrB4mTOCLnSK-mv8LyGeEyw</recordid><startdate>201803</startdate><enddate>201803</enddate><creator>Changizi, Navid</creator><creator>Jalalpour, Mehdi</creator><general>Elsevier B.V</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7TB</scope><scope>8FD</scope><scope>FR3</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>201803</creationdate><title>Topology optimization of steel frame structures with constraints on overall and individual member instabilities</title><author>Changizi, Navid ; Jalalpour, Mehdi</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c331t-7087c14195a689f22935fbea54631efe4bf1206b27967e3faf5252c81f5085363</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Design engineering</topic><topic>Design optimization</topic><topic>Eigenvalue analysis</topic><topic>Eigenvalues</topic><topic>Euler buckling</topic><topic>Euler buckling loads</topic><topic>Finite element analysis</topic><topic>Frame structures</topic><topic>Pseudo buckling modes</topic><topic>Safety</topic><topic>Stability</topic><topic>Steel construction</topic><topic>Steel frame structures</topic><topic>Steel frames</topic><topic>Steel structures</topic><topic>Structural steels</topic><topic>Topology</topic><topic>Topology optimization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Changizi, Navid</creatorcontrib><creatorcontrib>Jalalpour, Mehdi</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Mechanical & Transportation Engineering 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>Finite elements in analysis and design</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Changizi, Navid</au><au>Jalalpour, Mehdi</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Topology optimization of steel frame structures with constraints on overall and individual member instabilities</atitle><jtitle>Finite elements in analysis and design</jtitle><date>2018-03</date><risdate>2018</risdate><volume>141</volume><spage>119</spage><epage>134</epage><pages>119-134</pages><issn>0168-874X</issn><eissn>1872-6925</eissn><abstract>A computationally efficient structural topology optimization framework is proposed for design of steel frame structures with user-defined factors of safety against overall structure (global) and individual member instabilities. The objective function is minimization of either compliance or the maximum of von Mises stresses within the frame structure. Within optimization, overall structure buckling modes are found via an eigenvalue analysis, a subset of “pseudo modes” are identified using a newly proposed methodology and are discarded to obtain a set of real eigenvalues. Moreover, individual member buckling loads are estimated with Euler buckling analysis and are aggregated into a single constraint. The minimum of each instability constraint is then estimated with separate differentiable negative p-norm functions. Sensitivities of these newly developed constraints are explicitly derived for application of gradient-based optimizers. The topology of four frame structures featuring moment-resisting connections and member cross-sectional properties mapped from the American Institute of Steel Construction design manual are optimized with the proposed algorithm to verify its effectiveness in optimizing structural performance while maintaining factors of safety against overall and individual member instabilities. The interaction effects of preventing instabilities at different safety levels and the choice of objective function on the final designs and their performances are investigated.
•A stress-based topology optimization algorithm for frame structures that controls instabilities is presented.•A new and scalable constraint for local buckling prevention is proposed.•A new methodology to identify and eliminate the pseudo-buckling modes is presented.•Gradient of the objective function is derived analytically and was used in an efficient gradient-based optimizer.•The resulting designs performances are compared with conventional designs.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.finel.2017.11.003</doi><tpages>16</tpages></addata></record> |
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subjects | Design engineering Design optimization Eigenvalue analysis Eigenvalues Euler buckling Euler buckling loads Finite element analysis Frame structures Pseudo buckling modes Safety Stability Steel construction Steel frame structures Steel frames Steel structures Structural steels Topology Topology optimization |
title | Topology optimization of steel frame structures with constraints on overall and individual member instabilities |
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