Parametric free-form shape design with PDE models and reduced basis method

被引:83
|
作者
Lassila, Toni [1 ,2 ]
Rozza, Gianluigi [1 ]
机构
[1] Ecole Polytech Fed Lausanne, Inst Anal & Sci Comp, Stn 8, CH-1015 Lausanne, Switzerland
[2] Aalto Univ, Inst Math, FI-02015 Helsinki, Finland
关键词
Reduced basis methods; Free-form deformations; Empirical interpolation; Engineering design; Shape optimization; NAVIER-STOKES EQUATIONS; POSTERIORI ERROR ESTIMATION; REAL-TIME SOLUTION; INTERPOLATION METHOD; BASIS APPROXIMATION; OPTIMIZATION; STABILITY; NONAFFINE; BOUNDS;
D O I
10.1016/j.cma.2010.01.007
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
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. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:1583 / 1592
页数:10
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