Adaptive mesh refinement for topology optimization with discrete geometric components
This work introduces an Adaptive Mesh Refinement (AMR) strategy for the topology optimization of structures made of discrete geometric components using the geometry projection method. Practical structures made of geometric shapes such as bars and plates typically exhibit low volume fractions with re...
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Veröffentlicht in: | Computer methods in applied mechanics and engineering 2020-06, Vol.364, p.112930, Article 112930 |
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creator | Zhang, Shanglong Gain, Arun L. Norato, Julián A. |
description | This work introduces an Adaptive Mesh Refinement (AMR) strategy for the topology optimization of structures made of discrete geometric components using the geometry projection method. Practical structures made of geometric shapes such as bars and plates typically exhibit low volume fractions with respect to the volume of the design region they occupy. To maintain an accurate analysis and to ensure well-defined sensitivities in the geometry projection, it is required that the element size is smaller than the smallest dimension of each component. For low-volume-fraction structures, this leads to finite element meshes with very large numbers of elements. To improve the efficiency of the analysis and optimization, we propose a strategy to adaptively refine the mesh and reduce the number of elements by having a finer mesh on the geometric components, and a coarser mesh away from them. The refinement indicator stems very naturally from the geometry projection and is thus straightforward to implement. We demonstrate the effectiveness of the proposed AMR method by performing topology optimization for the design of minimum-compliance and stress-constrained structures made of bars and plates.
•We perform topology optimization of structures with geometric primitives.•These structures often occupy a low fraction of design region volume.•We propose an adaptive mesh refinement scheme to decrease the mesh size.•The refinement indicator is based on the projected.•We demonstrate our method by designing a low volume fraction 3-d component. |
doi_str_mv | 10.1016/j.cma.2020.112930 |
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•We perform topology optimization of structures with geometric primitives.•These structures often occupy a low fraction of design region volume.•We propose an adaptive mesh refinement scheme to decrease the mesh size.•The refinement indicator is based on the projected.•We demonstrate our method by designing a low volume fraction 3-d component.</description><identifier>ISSN: 0045-7825</identifier><identifier>EISSN: 1879-2138</identifier><identifier>DOI: 10.1016/j.cma.2020.112930</identifier><language>eng</language><publisher>Amsterdam: Elsevier B.V</publisher><subject>Adaptive mesh refinement ; Design optimization ; Forecasting ; Geometry ; Geometry projection ; Grid refinement (mathematics) ; Optimization ; Plates ; Topology optimization</subject><ispartof>Computer methods in applied mechanics and engineering, 2020-06, Vol.364, p.112930, Article 112930</ispartof><rights>2020 Elsevier B.V.</rights><rights>Copyright Elsevier BV Jun 1, 2020</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c368t-9f18584d554978b3cddd27bd07933205cb4920050b146f7be636b8896410c9ad3</citedby><cites>FETCH-LOGICAL-c368t-9f18584d554978b3cddd27bd07933205cb4920050b146f7be636b8896410c9ad3</cites><orcidid>0000-0003-3342-3889</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0045782520301134$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,776,780,3537,27901,27902,65306</link.rule.ids></links><search><creatorcontrib>Zhang, Shanglong</creatorcontrib><creatorcontrib>Gain, Arun L.</creatorcontrib><creatorcontrib>Norato, Julián A.</creatorcontrib><title>Adaptive mesh refinement for topology optimization with discrete geometric components</title><title>Computer methods in applied mechanics and engineering</title><description>This work introduces an Adaptive Mesh Refinement (AMR) strategy for the topology optimization of structures made of discrete geometric components using the geometry projection method. Practical structures made of geometric shapes such as bars and plates typically exhibit low volume fractions with respect to the volume of the design region they occupy. To maintain an accurate analysis and to ensure well-defined sensitivities in the geometry projection, it is required that the element size is smaller than the smallest dimension of each component. For low-volume-fraction structures, this leads to finite element meshes with very large numbers of elements. To improve the efficiency of the analysis and optimization, we propose a strategy to adaptively refine the mesh and reduce the number of elements by having a finer mesh on the geometric components, and a coarser mesh away from them. The refinement indicator stems very naturally from the geometry projection and is thus straightforward to implement. We demonstrate the effectiveness of the proposed AMR method by performing topology optimization for the design of minimum-compliance and stress-constrained structures made of bars and plates.
•We perform topology optimization of structures with geometric primitives.•These structures often occupy a low fraction of design region volume.•We propose an adaptive mesh refinement scheme to decrease the mesh size.•The refinement indicator is based on the projected.•We demonstrate our method by designing a low volume fraction 3-d component.</description><subject>Adaptive mesh refinement</subject><subject>Design optimization</subject><subject>Forecasting</subject><subject>Geometry</subject><subject>Geometry projection</subject><subject>Grid refinement (mathematics)</subject><subject>Optimization</subject><subject>Plates</subject><subject>Topology optimization</subject><issn>0045-7825</issn><issn>1879-2138</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2020</creationdate><recordtype>article</recordtype><recordid>eNp9kMtKAzEUhoMoWKsP4C7gemouc0lwVYo3KLix6zCTnGkzdCZjklbq05syrs3mEPi_c_kQuqdkQQktH7uF7usFIyz9KZOcXKAZFZXMGOXiEs0IyYusEqy4RjchdCQ9QdkMbZamHqM9Au4h7LCH1g7QwxBx6zyObnR7tz1hlzK9_amjdQP-tnGHjQ3aQwS8BddD9FZj7frRDYkNt-iqrfcB7v7qHG1enj9Xb9n64_V9tVxnmpciZrKlohC5KYpcVqLh2hjDqsaQSnLOSKGbXDJCCtLQvGyrBkpeNkLIMqdEy9rwOXqY-o7efR0gRNW5gx_SSMVyLljywUVK0SmlvQshnahGb_vanxQl6mxPdSrZU2d7arKXmKeJgbT-0YJXQVsYNBjrQUdlnP2H_gWU_Heh</recordid><startdate>20200601</startdate><enddate>20200601</enddate><creator>Zhang, Shanglong</creator><creator>Gain, Arun L.</creator><creator>Norato, Julián A.</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><orcidid>https://orcid.org/0000-0003-3342-3889</orcidid></search><sort><creationdate>20200601</creationdate><title>Adaptive mesh refinement for topology optimization with discrete geometric components</title><author>Zhang, Shanglong ; Gain, Arun L. ; Norato, Julián A.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c368t-9f18584d554978b3cddd27bd07933205cb4920050b146f7be636b8896410c9ad3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2020</creationdate><topic>Adaptive mesh refinement</topic><topic>Design optimization</topic><topic>Forecasting</topic><topic>Geometry</topic><topic>Geometry projection</topic><topic>Grid refinement (mathematics)</topic><topic>Optimization</topic><topic>Plates</topic><topic>Topology optimization</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Zhang, Shanglong</creatorcontrib><creatorcontrib>Gain, Arun L.</creatorcontrib><creatorcontrib>Norato, Julián A.</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>Computer methods in applied mechanics and engineering</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Zhang, Shanglong</au><au>Gain, Arun L.</au><au>Norato, Julián A.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Adaptive mesh refinement for topology optimization with discrete geometric components</atitle><jtitle>Computer methods in applied mechanics and engineering</jtitle><date>2020-06-01</date><risdate>2020</risdate><volume>364</volume><spage>112930</spage><pages>112930-</pages><artnum>112930</artnum><issn>0045-7825</issn><eissn>1879-2138</eissn><abstract>This work introduces an Adaptive Mesh Refinement (AMR) strategy for the topology optimization of structures made of discrete geometric components using the geometry projection method. Practical structures made of geometric shapes such as bars and plates typically exhibit low volume fractions with respect to the volume of the design region they occupy. To maintain an accurate analysis and to ensure well-defined sensitivities in the geometry projection, it is required that the element size is smaller than the smallest dimension of each component. For low-volume-fraction structures, this leads to finite element meshes with very large numbers of elements. To improve the efficiency of the analysis and optimization, we propose a strategy to adaptively refine the mesh and reduce the number of elements by having a finer mesh on the geometric components, and a coarser mesh away from them. The refinement indicator stems very naturally from the geometry projection and is thus straightforward to implement. We demonstrate the effectiveness of the proposed AMR method by performing topology optimization for the design of minimum-compliance and stress-constrained structures made of bars and plates.
•We perform topology optimization of structures with geometric primitives.•These structures often occupy a low fraction of design region volume.•We propose an adaptive mesh refinement scheme to decrease the mesh size.•The refinement indicator is based on the projected.•We demonstrate our method by designing a low volume fraction 3-d component.</abstract><cop>Amsterdam</cop><pub>Elsevier B.V</pub><doi>10.1016/j.cma.2020.112930</doi><orcidid>https://orcid.org/0000-0003-3342-3889</orcidid><oa>free_for_read</oa></addata></record> |
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source | ScienceDirect Journals (5 years ago - present) |
subjects | Adaptive mesh refinement Design optimization Forecasting Geometry Geometry projection Grid refinement (mathematics) Optimization Plates Topology optimization |
title | Adaptive mesh refinement for topology optimization with discrete geometric components |
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