Lassila, T. and Rozza, G. (2010) Parametric free-form shape design with PDE models and reduced basis method. Computer Methods in Applied Mechanics and Engineering, 199 (23-24). 1583 - 1592. ISSN 0045-7825
Abstract
We present a coupling of the reduced basis methods and free-form deformations for shape optimization and design of systems modelled by elliptic PDEs. The free-form deformations give a parameterization of the shape that is independent of the mesh, the initial geometry, and the underlying PDE model. The resulting parametric PDEs are solved by reduced basis methods. An important role in our implementation is played by the recently proposed empirical interpolation method, which allows approximating the non-affinely parameterized deformations with affinely parameterized ones. These ingredients together give rise to an efficient online computational procedure for a repeated evaluation design environment like the one for shape optimization. The proposed approach is demonstrated on an airfoil inverse design problem. © 2010 Elsevier B.V.
Metadata
Item Type: | Article |
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Authors/Creators: |
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Copyright, Publisher and Additional Information: | © 2010. Elsevier. This is an author produced version of a paper subsequently published in Computer Methods in Applied Mechanics and Engineering . Uploaded in accordance with the publisher's self-archiving policy. |
Keywords: | Reduced basis methods; Free-form deformations; Empirical interpolation; Engineering design; Shape optimization |
Dates: |
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Institution: | The University of Sheffield |
Academic Units: | The University of Sheffield > Faculty of Engineering (Sheffield) > Department of Mechanical Engineering (Sheffield) |
Depositing User: | Symplectic Sheffield |
Date Deposited: | 08 Sep 2014 08:16 |
Last Modified: | 26 Mar 2018 01:20 |
Published Version: | http://dx.doi.org/10.1016/j.cma.2010.01.007 |
Status: | Published |
Publisher: | Elsevier |
Refereed: | Yes |
Identification Number: | 10.1016/j.cma.2010.01.007 |
Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:80425 |