Lightweight topology optimization of graded lattice structures with displacement constraints based on an independent continuous mapping method
This paper presents a novel topology optimization method to design graded lattice structures to minimize the volume subject to displacement constraints based on the independent continuous mapping (ICM) method. First, the effective elastic properties of graded unit cells are analyzed by the strain en...
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Veröffentlicht in: | Acta mechanica Sinica 2022-04, Vol.38 (4), Article 421352 |
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description | This paper presents a novel topology optimization method to design graded lattice structures to minimize the volume subject to displacement constraints based on the independent continuous mapping (ICM) method. First, the effective elastic properties of graded unit cells are analyzed by the strain energy-based homogenization method. A surrogate model using quartic polynomial interpolation is built to map the independent continuous topological variable to the effective elastic matrix of the unit cell and set up the relationship between the macroscale structure and microscale unit cells. Second, a lightweight topology optimization model is established, which can be transformed into an explicitly standard quadratic programming problem by sensitivity analysis and solved by dual sequential quadratic programming. Third, several numerical examples demonstrate that graded lattice structures have a better lightweight effect than uniform lattice structures, which validates the effectiveness and feasibility of the proposed method. The results show that graded lattice structures become lighter with increasing displacement constraints. In addition, some diverse topological configurations are obtained. This method provides a reference for the graded lattice structure design and expands the application of the ICM method. |
doi_str_mv | 10.1007/s10409-021-09047-x |
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First, the effective elastic properties of graded unit cells are analyzed by the strain energy-based homogenization method. A surrogate model using quartic polynomial interpolation is built to map the independent continuous topological variable to the effective elastic matrix of the unit cell and set up the relationship between the macroscale structure and microscale unit cells. Second, a lightweight topology optimization model is established, which can be transformed into an explicitly standard quadratic programming problem by sensitivity analysis and solved by dual sequential quadratic programming. Third, several numerical examples demonstrate that graded lattice structures have a better lightweight effect than uniform lattice structures, which validates the effectiveness and feasibility of the proposed method. The results show that graded lattice structures become lighter with increasing displacement constraints. In addition, some diverse topological configurations are obtained. This method provides a reference for the graded lattice structure design and expands the application of the ICM method.</description><edition>English ed.</edition><identifier>ISSN: 0567-7718</identifier><identifier>EISSN: 1614-3116</identifier><identifier>DOI: 10.1007/s10409-021-09047-x</identifier><language>eng</language><publisher>Beijing: The Chinese Society of Theoretical and Applied Mechanics; Institute of Mechanics, Chinese Academy of Sciences</publisher><subject>Classical and Continuum Physics ; Computational Intelligence ; Continuity (mathematics) ; Design optimization ; Displacement ; Elastic properties ; Engineering ; Engineering Fluid Dynamics ; Interpolation ; Lattice design ; Lightweight ; Mapping ; Mathematical analysis ; Optimization ; Optimization models ; Polynomials ; Quadratic programming ; Research Paper ; Sensitivity analysis ; Strain ; Theoretical and Applied Mechanics ; Topology optimization ; Unit cell</subject><ispartof>Acta mechanica Sinica, 2022-04, Vol.38 (4), Article 421352</ispartof><rights>The Chinese Society of Theoretical and Applied Mechanics and Springer-Verlag GmbH Germany, part of Springer Nature 2022</rights><rights>The Chinese Society of Theoretical and Applied Mechanics and Springer-Verlag GmbH Germany, part of Springer Nature 2022.</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c249t-a6ceed2f74a930419fdedebfa8cc432fe3064534586e3587b0f275352be318f23</citedby><cites>FETCH-LOGICAL-c249t-a6ceed2f74a930419fdedebfa8cc432fe3064534586e3587b0f275352be318f23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s10409-021-09047-x$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s10409-021-09047-x$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27901,27902,41464,42533,51294</link.rule.ids></links><search><creatorcontrib>Wei, Nan</creatorcontrib><creatorcontrib>Ye, Hongling</creatorcontrib><creatorcontrib>Zhang, Xing</creatorcontrib><creatorcontrib>Wang, Weiwei</creatorcontrib><creatorcontrib>Sui, Yunkang</creatorcontrib><title>Lightweight topology optimization of graded lattice structures with displacement constraints based on an independent continuous mapping method</title><title>Acta mechanica Sinica</title><addtitle>Acta Mech. Sin</addtitle><description>This paper presents a novel topology optimization method to design graded lattice structures to minimize the volume subject to displacement constraints based on the independent continuous mapping (ICM) method. First, the effective elastic properties of graded unit cells are analyzed by the strain energy-based homogenization method. A surrogate model using quartic polynomial interpolation is built to map the independent continuous topological variable to the effective elastic matrix of the unit cell and set up the relationship between the macroscale structure and microscale unit cells. Second, a lightweight topology optimization model is established, which can be transformed into an explicitly standard quadratic programming problem by sensitivity analysis and solved by dual sequential quadratic programming. Third, several numerical examples demonstrate that graded lattice structures have a better lightweight effect than uniform lattice structures, which validates the effectiveness and feasibility of the proposed method. The results show that graded lattice structures become lighter with increasing displacement constraints. In addition, some diverse topological configurations are obtained. 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Sin</stitle><date>2022-04-01</date><risdate>2022</risdate><volume>38</volume><issue>4</issue><artnum>421352</artnum><issn>0567-7718</issn><eissn>1614-3116</eissn><abstract>This paper presents a novel topology optimization method to design graded lattice structures to minimize the volume subject to displacement constraints based on the independent continuous mapping (ICM) method. First, the effective elastic properties of graded unit cells are analyzed by the strain energy-based homogenization method. A surrogate model using quartic polynomial interpolation is built to map the independent continuous topological variable to the effective elastic matrix of the unit cell and set up the relationship between the macroscale structure and microscale unit cells. Second, a lightweight topology optimization model is established, which can be transformed into an explicitly standard quadratic programming problem by sensitivity analysis and solved by dual sequential quadratic programming. Third, several numerical examples demonstrate that graded lattice structures have a better lightweight effect than uniform lattice structures, which validates the effectiveness and feasibility of the proposed method. The results show that graded lattice structures become lighter with increasing displacement constraints. In addition, some diverse topological configurations are obtained. This method provides a reference for the graded lattice structure design and expands the application of the ICM method.</abstract><cop>Beijing</cop><pub>The Chinese Society of Theoretical and Applied Mechanics; Institute of Mechanics, Chinese Academy of Sciences</pub><doi>10.1007/s10409-021-09047-x</doi><edition>English ed.</edition></addata></record> |
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subjects | Classical and Continuum Physics Computational Intelligence Continuity (mathematics) Design optimization Displacement Elastic properties Engineering Engineering Fluid Dynamics Interpolation Lattice design Lightweight Mapping Mathematical analysis Optimization Optimization models Polynomials Quadratic programming Research Paper Sensitivity analysis Strain Theoretical and Applied Mechanics Topology optimization Unit cell |
title | Lightweight topology optimization of graded lattice structures with displacement constraints based on an independent continuous mapping method |
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