Design of curvilinear variable-stiffness composites considering stiffness, strength and manufacturability
The design of manufacturable variable-stiffness (VS) composite with stiffness and strength requirements is still challenging work. This paper presents an optimization method to achieve such a design, in which the Tsai–Wu strength failure criteria and manufacturing requirements are simultaneously int...
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Veröffentlicht in: | Structural and multidisciplinary optimization 2022-09, Vol.65 (9), Article 244 |
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description | The design of manufacturable variable-stiffness (VS) composite with stiffness and strength requirements is still challenging work. This paper presents an optimization method to achieve such a design, in which the Tsai–Wu strength failure criteria and manufacturing requirements are simultaneously integrated into the compliance minimization problem. A novel parameterization scheme based on the compactly supported radial basis functions is proposed to make the design variable bounded so as to conveniently solve the optimization problem by the gradient-based solver. Owing to the proposed parameterized scheme, the fiber continuity is inherently ensured. Other manufacturing requirements are related to its curl and divergence operations and are easily simplified as the point-wise constraint forms. Further, global strategies based on the p-norm aggregation approach are adopted to handle thousands of local strength constraints and manufacturing constraints. The designs of minimizing the compliance without or with manufacturing constraints, and maximizing strength without or with manufacturing constraints are also conducted and compared. Meanwhile, the effects of the number of the support points, support radius, initial design are also investigated. Numerical results indicate that the effectiveness of the proposed optimization method for designing curvilinear VS composite structures considering the strength, stiffness, and manufacturability. |
doi_str_mv | 10.1007/s00158-022-03306-w |
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This paper presents an optimization method to achieve such a design, in which the Tsai–Wu strength failure criteria and manufacturing requirements are simultaneously integrated into the compliance minimization problem. A novel parameterization scheme based on the compactly supported radial basis functions is proposed to make the design variable bounded so as to conveniently solve the optimization problem by the gradient-based solver. Owing to the proposed parameterized scheme, the fiber continuity is inherently ensured. Other manufacturing requirements are related to its curl and divergence operations and are easily simplified as the point-wise constraint forms. Further, global strategies based on the p-norm aggregation approach are adopted to handle thousands of local strength constraints and manufacturing constraints. The designs of minimizing the compliance without or with manufacturing constraints, and maximizing strength without or with manufacturing constraints are also conducted and compared. Meanwhile, the effects of the number of the support points, support radius, initial design are also investigated. Numerical results indicate that the effectiveness of the proposed optimization method for designing curvilinear VS composite structures considering the strength, stiffness, and manufacturability.</description><identifier>ISSN: 1615-147X</identifier><identifier>EISSN: 1615-1488</identifier><identifier>DOI: 10.1007/s00158-022-03306-w</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Composite structures ; Computational Mathematics and Numerical Analysis ; Design ; Design for manufacturability ; Divergence ; Engineering ; Engineering Design ; Manufacturability ; Manufacturing ; Mathematical analysis ; Optimization ; Parameterization ; Radial basis function ; Research Paper ; Stiffness ; Theoretical and Applied Mechanics</subject><ispartof>Structural and multidisciplinary optimization, 2022-09, Vol.65 (9), Article 244</ispartof><rights>The Author(s), under exclusive licence to Springer-Verlag GmbH Germany, part of Springer Nature 2022. 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This paper presents an optimization method to achieve such a design, in which the Tsai–Wu strength failure criteria and manufacturing requirements are simultaneously integrated into the compliance minimization problem. A novel parameterization scheme based on the compactly supported radial basis functions is proposed to make the design variable bounded so as to conveniently solve the optimization problem by the gradient-based solver. Owing to the proposed parameterized scheme, the fiber continuity is inherently ensured. Other manufacturing requirements are related to its curl and divergence operations and are easily simplified as the point-wise constraint forms. Further, global strategies based on the p-norm aggregation approach are adopted to handle thousands of local strength constraints and manufacturing constraints. The designs of minimizing the compliance without or with manufacturing constraints, and maximizing strength without or with manufacturing constraints are also conducted and compared. Meanwhile, the effects of the number of the support points, support radius, initial design are also investigated. Numerical results indicate that the effectiveness of the proposed optimization method for designing curvilinear VS composite structures considering the strength, stiffness, and manufacturability.</description><subject>Composite structures</subject><subject>Computational Mathematics and Numerical Analysis</subject><subject>Design</subject><subject>Design for manufacturability</subject><subject>Divergence</subject><subject>Engineering</subject><subject>Engineering Design</subject><subject>Manufacturability</subject><subject>Manufacturing</subject><subject>Mathematical analysis</subject><subject>Optimization</subject><subject>Parameterization</subject><subject>Radial basis function</subject><subject>Research Paper</subject><subject>Stiffness</subject><subject>Theoretical and Applied Mechanics</subject><issn>1615-147X</issn><issn>1615-1488</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2022</creationdate><recordtype>article</recordtype><sourceid>BENPR</sourceid><recordid>eNp9kMtKAzEUhoMoWKsv4GrArdGTZC7JUuoVCm4U3IVMJqkpbWZMMi19e6eO1J2r8y_-C-dD6JLADQGobiMAKTgGSjEwBiXeHqEJKUmBSc758UFXH6foLMYlAHDIxQS5exPdwmetzXQfNm7lvFEh26jgVL0yOCZnrTcxZrpdd210yeylj64xwflFdjBcDzIYv0ifmfJNtla-t0qnPqh6aE27c3Ri1Sqai987Re-PD2-zZzx_fXqZ3c2xZkQkrHJDqRLMFtZo2tSMqryqDdOkKLUAAQ0ThSjrhgtqiaGCalvpCgrGGRfEsim6Gnu70H71Jia5bPvgh0lJK2CEE1HA4KKjS4c2xmCs7IJbq7CTBOQeqRyRygGp_EEqt0OIjaHY7X834a_6n9Q3MaB8jg</recordid><startdate>20220901</startdate><enddate>20220901</enddate><creator>Ding, Haoqing</creator><creator>Xu, Bin</creator><creator>Li, Weibai</creator><creator>Huang, Xiaodong</creator><general>Springer Berlin Heidelberg</general><general>Springer Nature B.V</general><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FG</scope><scope>ABJCF</scope><scope>AFKRA</scope><scope>BENPR</scope><scope>BGLVJ</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>HCIFZ</scope><scope>L6V</scope><scope>M7S</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>PRINS</scope><scope>PTHSS</scope><orcidid>https://orcid.org/0000-0003-4100-2697</orcidid></search><sort><creationdate>20220901</creationdate><title>Design of curvilinear variable-stiffness composites considering stiffness, strength and manufacturability</title><author>Ding, Haoqing ; Xu, Bin ; Li, Weibai ; Huang, Xiaodong</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c319t-a4e22a93f5fec2db32a47be3c156c9090d39596bd892f1e292cf7c705383891f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2022</creationdate><topic>Composite structures</topic><topic>Computational Mathematics and Numerical Analysis</topic><topic>Design</topic><topic>Design for manufacturability</topic><topic>Divergence</topic><topic>Engineering</topic><topic>Engineering Design</topic><topic>Manufacturability</topic><topic>Manufacturing</topic><topic>Mathematical analysis</topic><topic>Optimization</topic><topic>Parameterization</topic><topic>Radial basis function</topic><topic>Research Paper</topic><topic>Stiffness</topic><topic>Theoretical and Applied Mechanics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Ding, Haoqing</creatorcontrib><creatorcontrib>Xu, Bin</creatorcontrib><creatorcontrib>Li, Weibai</creatorcontrib><creatorcontrib>Huang, Xiaodong</creatorcontrib><collection>CrossRef</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</collection><collection>Technology Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Engineering Collection</collection><collection>Engineering Database</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 China</collection><collection>Engineering Collection</collection><jtitle>Structural and multidisciplinary optimization</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Ding, Haoqing</au><au>Xu, Bin</au><au>Li, Weibai</au><au>Huang, Xiaodong</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Design of curvilinear variable-stiffness composites considering stiffness, strength and manufacturability</atitle><jtitle>Structural and multidisciplinary optimization</jtitle><stitle>Struct Multidisc Optim</stitle><date>2022-09-01</date><risdate>2022</risdate><volume>65</volume><issue>9</issue><artnum>244</artnum><issn>1615-147X</issn><eissn>1615-1488</eissn><abstract>The design of manufacturable variable-stiffness (VS) composite with stiffness and strength requirements is still challenging work. This paper presents an optimization method to achieve such a design, in which the Tsai–Wu strength failure criteria and manufacturing requirements are simultaneously integrated into the compliance minimization problem. A novel parameterization scheme based on the compactly supported radial basis functions is proposed to make the design variable bounded so as to conveniently solve the optimization problem by the gradient-based solver. Owing to the proposed parameterized scheme, the fiber continuity is inherently ensured. Other manufacturing requirements are related to its curl and divergence operations and are easily simplified as the point-wise constraint forms. Further, global strategies based on the p-norm aggregation approach are adopted to handle thousands of local strength constraints and manufacturing constraints. The designs of minimizing the compliance without or with manufacturing constraints, and maximizing strength without or with manufacturing constraints are also conducted and compared. Meanwhile, the effects of the number of the support points, support radius, initial design are also investigated. Numerical results indicate that the effectiveness of the proposed optimization method for designing curvilinear VS composite structures considering the strength, stiffness, and manufacturability.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s00158-022-03306-w</doi><orcidid>https://orcid.org/0000-0003-4100-2697</orcidid></addata></record> |
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subjects | Composite structures Computational Mathematics and Numerical Analysis Design Design for manufacturability Divergence Engineering Engineering Design Manufacturability Manufacturing Mathematical analysis Optimization Parameterization Radial basis function Research Paper Stiffness Theoretical and Applied Mechanics |
title | Design of curvilinear variable-stiffness composites considering stiffness, strength and manufacturability |
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