Optimal flow control for Navier–Stokes equations: drag minimization

Optimal control and shape optimization techniques have an increasing role in Fluid Dynamics problems governed by partial differential equations (PDEs). In this paper, we consider the problem of drag minimization for a body in relative motion in a fluid by controlling the velocity through the body boundary. With this aim, we handle with an optimal control approach applied to the steady incompressible Navier–Stokes equations. We use the Lagrangian functional approach and we consider the Lagrangian multiplier method for the treatment of the Dirichlet boundary conditions, which include the control function itself. Moreover, we express the drag coefficient, which is the functional to be minimized, through the variational form of the Navier–Stokes equations. In this way, we can derive, in a straightforward manner, the adjoint and sensitivity equations associated with the optimal control problem, even in the presence of Dirichlet control functions. The problem is solved numerically by an iterative optimization procedure applied to state and adjoint PDEs which we approximate by the finite element method.

[1]  Rolf Rannacher,et al.  Evaluation of a CFD benchmark for laminar flows , 1998 .

[2]  高等学校計算数学学報編輯委員会編 高等学校計算数学学報 = Numerical mathematics , 1979 .

[3]  Max D. Gunzburger,et al.  The Velocity Tracking Problem for Navier-Stokes Flows With Boundary Control , 2000, SIAM J. Control. Optim..

[4]  Antony Jameson,et al.  CFD for Aerodynamic Design and Optimization: Its Evolution over the Last Three Decades , 2003 .

[5]  L. Quartapelle,et al.  Numerical solution of the incompressible Navier-Stokes equations , 1993, International series of numerical mathematics.

[6]  Rolf Rannacher,et al.  Adaptive Finite Element Methods for Optimal Control of Partial Differential Equations: Basic Concept , 2000, SIAM J. Control. Optim..

[7]  Rolf Rannacher,et al.  An optimal control approach to a posteriori error estimation in finite element methods , 2001, Acta Numerica.

[8]  Helmut Maurer,et al.  Optimization Techniques for Solving Elliptic Control Problems with Control and State Constraints: Part 1. Boundary Control , 2000, Comput. Optim. Appl..

[9]  Boris Polyak Methods for solving constrained extremum problems in the presence of random noise , 1979 .

[10]  Jacques Periaux,et al.  Active Control and Drag Optimization for Flow Past a Circular Cylinder , 2000 .

[11]  Endre Süli,et al.  Adaptive error control for finite element approximations of the lift and drag coefficients in viscous flow , 1997 .

[12]  Roland Becker,et al.  Mesh Adaptation for Stationary Flow Control , 2001 .

[13]  Fabio Nobile,et al.  Worst case scenario analysis for elliptic problems with uncertainty , 2005, Numerische Mathematik.

[14]  A. Quarteroni,et al.  Numerical Approximation of Partial Differential Equations , 2008 .

[15]  Gilles Fourestey,et al.  Solving inverse problems involving the Navier–Stokes equations discretized by a Lagrange–Galerkin method , 2005 .

[16]  J. Lions Optimal Control of Systems Governed by Partial Differential Equations , 1971 .

[17]  Max Gunzburger,et al.  Adjoint Equation-Based Methods for Control Problems in Incompressible, Viscous Flows , 2000 .

[18]  Olivier Pironneau,et al.  Applied Shape Optimization for Fluids, Second Edition , 2009, Numerical mathematics and scientific computation.

[19]  Philip E. Gill,et al.  Practical optimization , 1981 .

[20]  S. Ravindran,et al.  A Penalized Neumann Control Approach for Solving an Optimal Dirichlet Control Problem for the Navier--Stokes Equations , 1998 .

[21]  P. Hood,et al.  A numerical solution of the Navier-Stokes equations using the finite element technique , 1973 .

[22]  Roland Becker,et al.  Mesh adaptation for Dirichlet flow control via Nitsche's method , 2002 .

[23]  S. Fomin,et al.  Elements of the Theory of Functions and Functional Analysis , 1961 .

[24]  F. Brezzi,et al.  Stability of higher-order Hood-Taylor methods , 1991 .

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

[26]  Gilles Fourestey,et al.  Optimal control of Navier-Stokes equations using Lagrange-Galerkin methods , 2002 .

[27]  Niles A. Pierce,et al.  An Introduction to the Adjoint Approach to Design , 2000 .

[28]  Alfio Quarteroni,et al.  Optimal Control and Numerical Adaptivity for Advection-Diffusion Equations , 2005 .

[29]  L. S. Hou,et al.  Numerical Approximation of Optimal Flow Control Problems by a Penalty Method: Error Estimates and Numerical Results , 1999, SIAM J. Sci. Comput..