Abstract
We study the shape optimization problem for the paper machine headbox which distributes a mixture of water and wood fibers in the paper making process. The aim is to find a shape which a priori ensures the given velocity profile on the outlet part. The mathematical formulation leads to the optimal control problem in which the control variable is the shape of the domain representing the header, the state problem is represented by the generalized Navier-Stokes system with nontrivial boundary conditions. This paper deals with numerical aspects of the problem.
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References
Bear, J.: Dynamics of Fluids in Porous Media. American Elsevier, New York (1972)
Brezzi, F., Fortin, M.: Mixed and Hybrid Finite Element Methods. Springer Series in Computational Mathematics, vol. 15. Springer, New York (1991)
Bulíček, M., Haslinger, J., Málek, J., Stebel, J.: Shape optimization for Navier–Stokes equations with algebraic turbulence model: existence analysis. Appl. Math. Optim. 60(2), 185–212 (2009)
Byrd, R.H., Hribar, M.E., Nocedal, J.: An interior point algorithm for large-scale nonlinear programming. SIAM J. Optim. 9(4), 877–900 (1999) (electronic). Dedicated to John E. Dennis, Jr., on his 60th birthday
Byrd, R.H., Gould, N.I.M., Nocedal, J., Waltz, R.A.: An algorithm for nonlinear optimization using linear programming and equality constrained subproblems. Math. Program., Ser. B 100(1), 27–48 (2004)
Demmel, J.W., Eisenstat, S.C., Gilbert, J.R., Li, X.S., Liu, J.W.H.: A supernodal approach to sparse partial pivoting. SIAM J. Matrix Anal. Appl. 20(3), 720–755 (1999)
Galdi, G.P.: An Introduction to the Mathematical Theory of the Navier-Stokes Equations. Vol. I. Springer Tracts in Natural Philosophy, vol. 38. Springer, New York (1994)
Gill, P.E., Murray, W., Saunders, M.A.: SNOPT: an SQP algorithm for large-scale constrained optimization. SIAM J. Optim. 12(4), 979–1006 (2002) (electronic)
Girault, V., Raviart, P.: Finite Element Approximation of the Navier-Stokes Equations. Springer, Berlin (1979)
Griewank, A.: Evaluating Derivatives: Principles and Techniques of Algorithmic Differentiation. SIAM, Philadelphia (2000). Zbl. 0958.65028
Gunzburger, M.D.: Perspectives in Flow Control and Optimization. Advances in Design and Control, vol. 5. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (2003)
Hämäläinen, J.: Mathematical modelling and simulation of fluid flows in headbox of paper machines. PhD thesis, University of Jyväskylä (1993)
Hämäläinen, J., Mäkinen, R.A.E., Tarvainen, P.: Optimal design of paper machine headboxes. Int. J. Numer. Methods. Fluids 34, 685–700 (2000)
Haslinger, J., Mäkinen, R.A.E.: Introduction to Shape Optimization. Advances in Design and Control, vol. 7. Society for Industrial and Applied Mathematics (SIAM), Philadelphia (2003)
Haslinger, J., Málek, J., Stebel, J.: Shape optimization in problems governed by generalised Navier-Stokes equations: existence analysis. Control Cybern. 34(1), 283–303 (2005)
Hassanizadeh, S.M., Gray, W.G.: High velocity flow in porous media. Transp. Porous Media 2, 521–531 (1987)
Ladyzhenskaya, O.: Modification of the Navier-Stokes equations for large velocity gradients. Semin. Math. V.A. Steklov Math. Inst., Leningr. 7, 57–69 (1968)
Ladyzhenskaya, O.A.: The Mathematical Theory of Viscous Incompressible Flow. Mathematics and its Applications, vol. 2. Gordon and Breach, New York (1969). Second English edition, revised and enlarged. Translated from the Russian by Richard A. Silverman and John Chu
Lions, J.-L.: Quelques Méthodes de Résolution des Problèmes aux Limites non Linéaires. Dunod, Paris (1969)
Málek, J., Nečas, J., Rokyta, M., Růžička, M.: Weak and measure-valued solutions to evolutionary PDEs. Applied Mathematics and Mathematical Computation, vol. 13. Chapman & Hall, London (1996)
Parés, C.: Existence, uniqueness and regularity of solution of the equations of a turbulence model for incompressible fluids. Appl. Anal. 43(3–4), 245–296 (1992)
Prandtl, L.: Bericht über Untersuchugen zur ausgebildeten Turbulenz. Z. Angew. Math. Mech. 5(2), 136–139 (1925)
Sokołowski, J., Zolésio, J.-P.: Shape sensitivity analysis. In: Introduction to Shape Optimization. Springer Series in Computational Mathematics, vol. 16. Springer, Berlin (1992).
Stebel, J.: Shape optimization for Navier-Stokes equations with viscosity. PhD thesis, Charles University in Prague, Faculty of Mathematics and Physics (2007). http://www.math.cas.cz/~stebel/dis.pdf
Stebel, J., Mäkinen, R., Toivanen, J.: Optimal shape design in a fibre orientation model. Appl. Math. 52(5), 391–405 (2007)
Stenberg, R.: On some three-dimensional finite elements for incompressible media. Comput. Methods Appl. Mech. Eng. 63(3), 261–269 (1987)
Waltz, R.A., Morales, J.L., Nocedal, J., Orban, D.: An interior algorithm for nonlinear optimization that combines line search and trust region steps. Math. Program., Ser. A 107(3), 391–408 (2006)
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Haslinger, J., Stebel, J. Shape Optimization for Navier–Stokes Equations with Algebraic Turbulence Model: Numerical Analysis and Computation. Appl Math Optim 63, 277–308 (2011). https://doi.org/10.1007/s00245-010-9121-x
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DOI: https://doi.org/10.1007/s00245-010-9121-x