An optimal control approach to a fluid-structure interaction parameter estimation problem with inequality constraints
•We study a new optimal control approach to FSI parameter estimation problems.•We study the steady monolithic FSI problem with Young modulus control.•We use a fictitious velocity field and balance adjoint forces as well.•We implemented a projected gradient based algorithm with bounded controls. In t...
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Veröffentlicht in: | Computers & fluids 2021-08, Vol.226, p.104999, Article 104999 |
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creator | Chirco, Leonardo Manservisi, Sandro |
description | •We study a new optimal control approach to FSI parameter estimation problems.•We study the steady monolithic FSI problem with Young modulus control.•We use a fictitious velocity field and balance adjoint forces as well.•We implemented a projected gradient based algorithm with bounded controls.
In this work, we present a new optimal control approach to fluid-structure interaction parameter estimation problems. The goal is to obtain the desired deformation by controlling the solid material properties, such as the Young modulus. We consider a stationary monolithic FSI problem where solid and liquid forces at the interface are automatically balanced. We consider inequality constraints in order to bound the Young modulus control admissible set. For the optimization, we adopt the Lagrange multiplier method with adjoint variables and obtain the optimality system which minimizes the augmented Lagrangian functional. We implement a projected gradient-based algorithm in a multigrid finite element code suitable for the study of large solid displacements. In order to support the proposed approach, we perform numerical tests with different objectives and control constraints. |
doi_str_mv | 10.1016/j.compfluid.2021.104999 |
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In this work, we present a new optimal control approach to fluid-structure interaction parameter estimation problems. The goal is to obtain the desired deformation by controlling the solid material properties, such as the Young modulus. We consider a stationary monolithic FSI problem where solid and liquid forces at the interface are automatically balanced. We consider inequality constraints in order to bound the Young modulus control admissible set. For the optimization, we adopt the Lagrange multiplier method with adjoint variables and obtain the optimality system which minimizes the augmented Lagrangian functional. We implement a projected gradient-based algorithm in a multigrid finite element code suitable for the study of large solid displacements. In order to support the proposed approach, we perform numerical tests with different objectives and control constraints.</description><identifier>ISSN: 0045-7930</identifier><identifier>EISSN: 1879-0747</identifier><identifier>DOI: 10.1016/j.compfluid.2021.104999</identifier><language>eng</language><publisher>Amsterdam: Elsevier Ltd</publisher><subject>Adjoint equations ; Algorithms ; Fluid-structure interaction ; Interaction parameters ; Lagrange multiplier ; Material properties ; Modulus of elasticity ; Optimal control ; Optimization ; Parameter estimation</subject><ispartof>Computers & fluids, 2021-08, Vol.226, p.104999, Article 104999</ispartof><rights>2021 Elsevier Ltd</rights><rights>Copyright Elsevier BV Aug 15, 2021</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c219t-f0e91940c628f1c96587dbc1123fa1b9034f82cb39663d62109bc7a2886b527c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.compfluid.2021.104999$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>314,780,784,3548,27923,27924,45994</link.rule.ids></links><search><creatorcontrib>Chirco, Leonardo</creatorcontrib><creatorcontrib>Manservisi, Sandro</creatorcontrib><title>An optimal control approach to a fluid-structure interaction parameter estimation problem with inequality constraints</title><title>Computers & fluids</title><description>•We study a new optimal control approach to FSI parameter estimation problems.•We study the steady monolithic FSI problem with Young modulus control.•We use a fictitious velocity field and balance adjoint forces as well.•We implemented a projected gradient based algorithm with bounded controls.
In this work, we present a new optimal control approach to fluid-structure interaction parameter estimation problems. The goal is to obtain the desired deformation by controlling the solid material properties, such as the Young modulus. We consider a stationary monolithic FSI problem where solid and liquid forces at the interface are automatically balanced. We consider inequality constraints in order to bound the Young modulus control admissible set. For the optimization, we adopt the Lagrange multiplier method with adjoint variables and obtain the optimality system which minimizes the augmented Lagrangian functional. We implement a projected gradient-based algorithm in a multigrid finite element code suitable for the study of large solid displacements. In order to support the proposed approach, we perform numerical tests with different objectives and control constraints.</description><subject>Adjoint equations</subject><subject>Algorithms</subject><subject>Fluid-structure interaction</subject><subject>Interaction parameters</subject><subject>Lagrange multiplier</subject><subject>Material properties</subject><subject>Modulus of elasticity</subject><subject>Optimal control</subject><subject>Optimization</subject><subject>Parameter estimation</subject><issn>0045-7930</issn><issn>1879-0747</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqFkMtOwzAQRS0EEqXwDVhineJxHo6XVcVLQmIDa8uZOKqrNE5tB9S_xyWILavRjO49M3MJuQW2AgbV_W6Fbj92_WTbFWcc0rSQUp6RBdRCZkwU4pwsGCvKTMicXZKrEHYs9TkvFmRaD9SN0e51T9EN0bue6nH0TuOWRkc1_SFnIfoJ4-QNtUM0XmO0bqCj9npvUk9NODHmoXdNb_b0y8ZtUpvDpHsbjyd8oujkD9fkotN9MDe_dUk-Hh_eN8_Z69vTy2b9miEHGbOOGQmyYFjxugOUVVmLtkEAnncaGsnyoqs5NrmsqrytODDZoNC8rqum5ALzJbmbuemmw5RuVDs3-SGtVLwsQQCrQSaVmFXoXQjedGr06Rl_VMDUKWO1U38Zq1PGas44Odez06QnPq3xKqA1A5rWeoNRtc7-y_gGtbWMEQ</recordid><startdate>20210815</startdate><enddate>20210815</enddate><creator>Chirco, Leonardo</creator><creator>Manservisi, Sandro</creator><general>Elsevier Ltd</general><general>Elsevier BV</general><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7TB</scope><scope>7U5</scope><scope>8FD</scope><scope>FR3</scope><scope>H8D</scope><scope>JQ2</scope><scope>KR7</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope></search><sort><creationdate>20210815</creationdate><title>An optimal control approach to a fluid-structure interaction parameter estimation problem with inequality constraints</title><author>Chirco, Leonardo ; Manservisi, Sandro</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c219t-f0e91940c628f1c96587dbc1123fa1b9034f82cb39663d62109bc7a2886b527c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Adjoint equations</topic><topic>Algorithms</topic><topic>Fluid-structure interaction</topic><topic>Interaction parameters</topic><topic>Lagrange multiplier</topic><topic>Material properties</topic><topic>Modulus of elasticity</topic><topic>Optimal control</topic><topic>Optimization</topic><topic>Parameter estimation</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chirco, Leonardo</creatorcontrib><creatorcontrib>Manservisi, Sandro</creatorcontrib><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Mechanical & Transportation Engineering Abstracts</collection><collection>Solid State and Superconductivity Abstracts</collection><collection>Technology Research Database</collection><collection>Engineering Research Database</collection><collection>Aerospace 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>Computers & fluids</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Chirco, Leonardo</au><au>Manservisi, Sandro</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>An optimal control approach to a fluid-structure interaction parameter estimation problem with inequality constraints</atitle><jtitle>Computers & fluids</jtitle><date>2021-08-15</date><risdate>2021</risdate><volume>226</volume><spage>104999</spage><pages>104999-</pages><artnum>104999</artnum><issn>0045-7930</issn><eissn>1879-0747</eissn><abstract>•We study a new optimal control approach to FSI parameter estimation problems.•We study the steady monolithic FSI problem with Young modulus control.•We use a fictitious velocity field and balance adjoint forces as well.•We implemented a projected gradient based algorithm with bounded controls.
In this work, we present a new optimal control approach to fluid-structure interaction parameter estimation problems. The goal is to obtain the desired deformation by controlling the solid material properties, such as the Young modulus. We consider a stationary monolithic FSI problem where solid and liquid forces at the interface are automatically balanced. We consider inequality constraints in order to bound the Young modulus control admissible set. For the optimization, we adopt the Lagrange multiplier method with adjoint variables and obtain the optimality system which minimizes the augmented Lagrangian functional. We implement a projected gradient-based algorithm in a multigrid finite element code suitable for the study of large solid displacements. In order to support the proposed approach, we perform numerical tests with different objectives and control constraints.</abstract><cop>Amsterdam</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.compfluid.2021.104999</doi></addata></record> |
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subjects | Adjoint equations Algorithms Fluid-structure interaction Interaction parameters Lagrange multiplier Material properties Modulus of elasticity Optimal control Optimization Parameter estimation |
title | An optimal control approach to a fluid-structure interaction parameter estimation problem with inequality constraints |
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