TY - JOUR
T1 - Shape Optimization by Free-Form Deformation: Existence Results and Numerical Solution for Stokes Flows
AU - Ballarin, Francesco
AU - Manzoni, Andrea
AU - Rozza, Gianluigi
AU - Salsa, Sandro
PY - 2014
Y1 - 2014
N2 - Shape optimization problems governed by PDEs result from many applications in computational fluid dynamics. These problems usually entail very large computational costs and require also a suitable approach for representing and deforming efficiently the shape of the underlying geometry, as well as for computing the shape gradient of the cost functional to be minimized. Several approaches based on the displacement of a set of control points have been developed in the last decades, such as the so-called free-form deformations. In this paper we present a new theoretical result which allows to recast free-form deformations into the general class of perturbation of identity maps, and to guarantee the compactness of the set of admissible shapes. Moreover, we address both a general optimization framework based on the continuous shape gradient and a numerical procedure for solving efficiently three-dimensional optimal design problems. This framework is applied to the optimal design of immersed bodies in Stokes flows, for which we consider the numerical solution of a benchmark case study from literature.
AB - Shape optimization problems governed by PDEs result from many applications in computational fluid dynamics. These problems usually entail very large computational costs and require also a suitable approach for representing and deforming efficiently the shape of the underlying geometry, as well as for computing the shape gradient of the cost functional to be minimized. Several approaches based on the displacement of a set of control points have been developed in the last decades, such as the so-called free-form deformations. In this paper we present a new theoretical result which allows to recast free-form deformations into the general class of perturbation of identity maps, and to guarantee the compactness of the set of admissible shapes. Moreover, we address both a general optimization framework based on the continuous shape gradient and a numerical procedure for solving efficiently three-dimensional optimal design problems. This framework is applied to the optimal design of immersed bodies in Stokes flows, for which we consider the numerical solution of a benchmark case study from literature.
KW - Computational fluid dynamics
KW - Finite elements method
KW - Free-form deformations
KW - Perturbation of identity
KW - Shape optimization
KW - Stokes equations
KW - Computational fluid dynamics
KW - Finite elements method
KW - Free-form deformations
KW - Perturbation of identity
KW - Shape optimization
KW - Stokes equations
UR - http://hdl.handle.net/10807/174127
U2 - 10.1007/s10915-013-9807-8
DO - 10.1007/s10915-013-9807-8
M3 - Article
SN - 0885-7474
VL - 60
SP - 537
EP - 563
JO - Journal of Scientific Computing
JF - Journal of Scientific Computing
ER -