Numerical Approximation of Phase Field Based Shape and Topology Optimization for Fluids

We consider the problem of finding optimal shapes of fluid domains. The fluid obeys the Navier--Stokes equations. Inside a holdall container we use a phase field approach using diffuse interfaces to describe the domain of free flow. We formulate a corresponding optimization problem where flow outside the fluid domain is penalized. The resulting formulation of the shape optimization problem is shown to be well-posed, hence there exists a minimizer, and first order optimality conditions are derived. For the numerical realization we introduce a mass conserving gradient flow and obtain a Cahn--Hilliard type system, which is integrated numerically using the finite element method. An adaptive concept using reliable, residual based error estimation is exploited for the resolution of the spatial mesh. The overall concept is numerically investigated and comparison values are provided.

[1]  Olivier Pironneau,et al.  Optimal Shape Design , 2000 .

[2]  A. Gersborg-Hansen Topology optimization of 3D Stokes flow problems , 2006 .

[3]  E. Giusti Minimal surfaces and functions of bounded variation , 1977 .

[4]  R. Verfürth,et al.  Edge Residuals Dominate A Posteriori Error Estimates for Low Order Finite Element Methods , 1999 .

[5]  Roger Grundmann Das Fagott und die Strömungsmechanik , 2004 .

[6]  J. Petersson,et al.  Topology optimization of fluids in Stokes flow , 2003 .

[7]  M. V. Dyke,et al.  An Album of Fluid Motion , 1982 .

[8]  Gene H. Golub,et al.  Numerical solution of saddle point problems , 2005, Acta Numerica.

[9]  Drew Seils,et al.  Optimal design , 2007 .

[10]  Y. Saad,et al.  GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems , 1986 .

[11]  Martin Burger,et al.  Phase-Field Relaxation of Topology Optimization with Local Stress Constraints , 2006, SIAM J. Control. Optim..

[12]  Harald Garcke,et al.  A stable and linear time discretization for a thermodynamically consistent model for two-phase incompressible flow , 2014, 1402.6524.

[13]  Vivette Girault,et al.  Finite Element Methods for Navier-Stokes Equations - Theory and Algorithms , 1986, Springer Series in Computational Mathematics.

[14]  Harald Garcke,et al.  Multi-material phase field approach to structural topology optimization , 2013 .

[15]  O. Sigmund,et al.  Topology optimization of channel flow problems , 2005 .

[16]  Giovanni P. Galdi,et al.  An Introduction to the Mathematical Theory of the Navier-Stokes Equations: Steady-State Problems , 2011 .

[17]  G. Buttazzo,et al.  An optimal design problem with perimeter penalization , 1993 .

[18]  J. Oden,et al.  A Posteriori Error Estimation in Finite Element Analysis , 2000 .

[19]  Stefan Ulbrich,et al.  Advanced Numerical Methods for PDE Constrained Optimization with Application to Optimal Design in Navier Stokes Flow , 2012, Constrained Optimization and Optimal Control for Partial Differential Equations.

[20]  A. Evgrafov Topology optimization of slightly compressible fluids , 2006 .

[21]  K. Maute,et al.  Topology optimization of flow domains using the lattice Boltzmann method , 2007 .

[22]  Moulay Hicham Tber,et al.  An adaptive finite-element Moreau–Yosida-based solver for a non-smooth Cahn–Hilliard problem , 2011, Optim. Methods Softw..

[23]  W. Dörfler A convergent adaptive algorithm for Poisson's equation , 1996 .

[24]  Andrew J. Wathen,et al.  A Preconditioner for the Steady-State Navier-Stokes Equations , 2002, SIAM J. Sci. Comput..

[25]  K. Maute,et al.  Levelset based fluid topology optimization using the extended finite element method , 2012 .

[26]  Dorin Bucur,et al.  Variational Methods in Shape Optimization Problems , 2005, Progress in Nonlinear Differential Equations and Their Applications.

[27]  H. Garcke,et al.  Shape and Topology Optimization in Stokes Flow with a Phase Field Approach , 2016 .

[28]  L. Modica The gradient theory of phase transitions and the minimal interface criterion , 1987 .

[29]  Fredi Tröltzsch,et al.  Optimal Control of Coupled Systems of Partial Differential Equations , 2009 .

[30]  H. Garcke,et al.  Applying a phase field approach for shape optimization of a stationary Navier-Stokes flow , 2014, 1407.5470.

[31]  H. Wadell,et al.  Sphericity and Roundness of Rock Particles , 1933, The Journal of Geology.

[32]  A. Chambolle,et al.  Design-dependent loads in topology optimization , 2003 .

[33]  O. Pironneau,et al.  SHAPE OPTIMIZATION IN FLUID MECHANICS , 2004 .

[34]  S. Schmidt,et al.  Shape derivatives for general objective functions and the incompressible Navier-Stokes equations , 2010 .

[35]  Peter Benner,et al.  Fast solution of Cahn-Hilliard variational inequalities using implicit time discretization and finite elements , 2014, J. Comput. Phys..

[36]  D. J. Eyre Unconditionally Gradient Stable Time Marching the Cahn-Hilliard Equation , 1998 .

[37]  C. Carstensen QUASI-INTERPOLATION AND A POSTERIORI ERROR ANALYSIS IN FINITE ELEMENT METHODS , 1999 .

[38]  Harald Garcke,et al.  Relating phase field and sharp interface approaches to structural topology optimization , 2013 .

[39]  Christian Kahle,et al.  An adaptive finite element Moreau-Yosida-based solver for a coupled Cahn-Hilliard/Navier-Stokes system , 2013, J. Comput. Phys..

[40]  L. Evans Measure theory and fine properties of functions , 1992 .

[41]  Timothy A. Davis,et al.  Algorithm 832: UMFPACK V4.3---an unsymmetric-pattern multifrontal method , 2004, TOMS.

[42]  C. Hecht Shape and topology optimization in fluids using a phase field approach and an application in structural optimization , 2014 .

[43]  H. Garcke,et al.  A Phase Field Approach for Shape and Topology Optimization in Stokes Flow , 2015 .

[44]  L. H. Olesen,et al.  A high‐level programming‐language implementation of topology optimization applied to steady‐state Navier–Stokes flow , 2004, physics/0410086.

[45]  Stefan Ulbrich,et al.  A Continuous Adjoint Approach to Shape Optimization for Navier Stokes Flow , 2009 .

[46]  C. S. Jog,et al.  A new approach to variable-topology shape design using a constraint on perimeter , 1996 .

[47]  A. Evgrafov The Limits of Porous Materials in the Topology Optimization of Stokes Flows , 2005 .

[48]  H. Weinberger,et al.  An optimal Poincaré inequality for convex domains , 1960 .