Numerical solution of parametrized Navier-Stokes equations by reduced basis methods

被引:91
|
作者
Quarteroni, Alfio [1 ]
Rozza, Gianluigi
机构
[1] Ecole Polytech Fed Lausanne, IACS, CMCS, Stn 8, CH-1015 Lausanne, Switzerland
[2] Politecn Milan, Dipartimento Matemat F Brioschi, I-20133 Milan, Italy
关键词
parametrized partial differential equations; Navier-Stokes equations; reduced basis methods; Galerkin finite element approximation; inf-sup condition; supremizers; empirical interpolation;
D O I
10.1002/num.20249
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We apply the reduced basis method to solve Navier-Stokes equations in parametrized domains. Special attention is devoted to the treatment of the parametrized nonlinear transport term in the reduced basis framework, including the case of nonaffine parametric dependence that is treated by an empirical interpolation method. This method features (i) a rapid global convergence owing to the property of the Galerkin projection onto a space W-N spanned by solutions of the governing partial differential equation at N (optimally) selected points in the parameter space, and (ii) the offline/online computational procedures that decouple the generation and projection stages of the approximation process. This method is well suited for the repeated and rapid evaluations required in the context of parameter estimation, design, optimization, and real-time control. Our analysis focuses on: (i) the pressure treatment of incompressible Navier-Stokes problem; (ii) the fulfillment of an equivalent inf-sup condition to guarantee the stability of the reduced basis solutions. The applications that we consider involve parametrized geometries, like e.g. a channel with curved upper wall or an arterial bypass configuration. (c) 2007 Wiley Periodicals, Inc.
引用
收藏
页码:923 / 948
页数:26
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