Abstract
We deal with numerical simulations of incompressible Navier–Stokes equations in truncated domain. In this context, the formulation of these equations has to be selected carefully in order to guarantee that their associated artificial boundary conditions are relevant for the considered problem. In this paper, we review some of the formulations proposed in the literature, and their associated boundary conditions. Some numerical results linked to each formulation are also presented. We compare different schemes, giving successful computations as well as problematic ones, in order to better understand the difference between these schemes and their behaviours dealing with systems involving Neumann boundary conditions. We also review two stabilization methods which aim at suppressing the instabilities linked to these natural boundary conditions.
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Baffico, L., Grandmont, C., Maury, B.: Multiscale modeling of the respiratory tract. Math. Models Methods Appl. Sci. 20(1), 59–93 (2010)
Bardos, C., Bercovier, M., Pironneau, O.: The vortex method with finite elements. Math. Comput. 36(153), 119–136 (1981)
Barth, W.L., Carey, G.F.: On a boundary condition for pressure-driven laminar flow of incompressible fluids. Int. J. Numer. Methods Fluids 54(11), 1313–1325 (2007)
Bernard, J.M.: Time-dependent Stokes and Navier–Stokes problems with boundary conditions involving pressure, existence and regularity. Nonlinear Anal. Real World Appl. 4(5), 805–839 (2003)
Billy, F., Ribba, B., Saut, O., Morre-Trouilhet, H., Colin, T., Bresch, D., Boissel, J.-P., Grenier, E., Flandrois, J.-P.: A pharmacologically based multiscale mathematical model of angiogenesis and its use in investigating the efficacy of a new cancer treatment strategy. J. Theor. Biol. 260(4), 545–562 (2009)
Boyer, F., Fabrie, P.: Outflow boundary conditions for the incompressible non-homogeneous Navier–Stokes equations. Discret. Contin. Dyn. Syst. Ser. B 7(2), 219–250 (2007)
Brezzi, F.: On the existence, uniqueness and approximation of saddle-point problems arising from Lagrangian multipliers. Rev. Française Automat. Informat. Recherche Opérationnelle Sér. Rouge 8(R–2), 129–151 (1974)
Bruneau, C.-H.: Boundary conditions on artificial frontiers for incompressible and compressible Navier–Stokes equations. ESAIM Math. Model. Numer. Anal. 34(02), 303–314 (2000)
Bruneau, C.-H., Fabrie, P.: New efficient boundary conditions for incompressible Navier–Stokes equations : a well-posedness result. ESAIM Math. Model. Numer. Anal. 30(7), 815–840 (1996)
Bègue, C., Conca, C., Murat, F., Pironneau, O.: À nouveau sur les équations de Stokes et de Navier–Stokes avec des conditions aux limites sur la pression. Comptes Rendus des Séances de l’Académie des Sciences. Série I. Mathématique 304(1), 23–28 (1987)
Bègue, C., Conca, C., Murat, F., Pironneau, O.: Les équations de Stokes et de Navier–Stokes avec des conditions aux limites sur la pression. In: Nonlinear Partial Differential Equations and Their Applications. Collège de France Seminar, Vol. IX (Paris, 1985–1986), vol. 181 of Pitman Res. Notes Math. Ser., pp. 179–264. Longman Sci. Tech., Harlow (1988)
Chorin, A.J.: Numerical solution of the Navier–Stokes equations. Math. Comput. 22(104), 745–762 (1968)
Clavica, F., Alastruey, J., Sherwin, S. J., Khir, A.W.: One-dimensional modelling of pulse wave propagation in human airway bifurcations in space-time variables. In: Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE, pp. 5482–5485 (2009)
Colin, T., Iollo, A., Lombardi, D., Saut, O.: Prediction of the evolution of thyroidal lung nodules using a mathematical model. ERCIM News, Special issue “Computational Biology” (82) (2010)
Conca, C., Murat, F., Pironneau, O.: The Stokes and Navier–Stokes equations with boundary conditions involving the pressure. Jpn. J. Math. New Ser. 20(2), 279–318 (1994)
Conca, C., Parés, C., Pironneau, O., Thiriet, M.: Navier–Stokes equations with imposed pressure and velocity fluxes. Inte. J. Numer. Methods Fluids 20(4), 267–287 (1995)
Egloffe, A.-C.: Étude de quelques problèmes inverses pour le système de Stokes. Application aux poumons. Ph.D. thesis, Université Pierre et Marie Curie (2012)
Elman, H., Silvester, D., Wathen, A.: Finite Elements and Fast Iterative Solvers: with Applications in Incompressible Fluid Dynamics. Oxford University Press, NY, USA (2005)
Ern, A., Guermond, J.-L.: Theory Pract. Finite Elem. Springer, New York (2004)
Esmaily Moghadam, M., Bazilevs, Y., Hsia, T.-Y., Vignon-Clementel, I.E., Marsden, A.L.: A comparison of outlet boundary treatments for prevention of backflow divergence with relevance to blood flow simulations. Computat. Mech. 48(3), 277–291 (2011)
Esmaily Moghadam, M., Migliavacca, F., Vignon-Clementel, I.E., Hsia, T.-Y., Marsden, A.: Optimization of shunt placement for the norwood surgery using multi-domain modeling. J. Biomech. Eng. 134(5), 051002 (2012)
Esmaily Moghadam, M., Vignon-Clementel, I.E., Figliola, R., Marsden, A.L.: A modular numerical method for implicit 0D/3D coupling in cardiovascular finite element simulations. J. Comput. Phys. 244(0), 63–79 (2012)
FELiScE.: INRIA forge project FELiScE: felisce.gforge.inria.fr (2013)
Formaggia, L., Gerbeau, J.-F., Nobile, F., Quarteroni, A.: Numerical treatment of defective boundary conditions for the Navier–Stokes equations. SIAM J. Numer. Anal. 40(1), 376–401 (2002)
Formaggia, L., Lamponi, D., Quarteroni, A.: One-dimensional models for blood flow in arteries. J. Eng. Math. 47(3–4), 251–276 (2003)
Franca, L.P., Frey, S.L.: Stabilized finite element methods: II. the incompressible Navier–Stokes equations. Comput. Methods Appl. Mech. Eng. 99(2–3), 209–233 (1992)
Gemci, T., Ponyavin, V., Chen, Y., Chen, H., Collins, R.: Computational model of airflow in upper 17 generations of human respiratory tract. J. Biomech. 41(9), 2047–2054 (2008)
Gengenbach, T., Heuveline, V., Krause, M. J.: Numerical simulation of the human lung: a two-scale approach. EMCL Preprint Series, 11 (2011)
Grandmont, C., Maday, Y., Maury, B.: A multiscale/multimodel approach of the respiration tree. In: New trends in continuum mechanics, vol. 3 of Theta Ser. Adv. Math., pp. 147–157. Theta, Bucharest (2005)
Grandmont, C., Maury, B., Soualah, A.: Multiscale modelling of the respiratory track: a theoretical framework. ESAIM Proc. 23, 10–29 (2008)
Gravemeier, V., Comerford, A., Yoshihara, L., Ismail, M., Wall, W.A.: A novel formulation for Neumann inflow boundary conditions in biomechanics. Int. J. Numer. Methods Biomed. Eng. 28(5), 560–573 (2012)
Gresho, P.M.: Incompressible fluid dynamics: some fundamental formulation issues. Annu. Rev. Fluid Mech. 23(1), 413–453 (1991)
Gresho, P.M.: Some current CFD issues relevant to the incompressible Navier–Stokes equations. Comput. Methods Appl. Mech. Eng. 87(2), 201–252 (1991)
Gresho, P.M., Sani, R.L.: On pressure boundary conditions for the incompressible Navier–Stokes equations. Int. J. Numer. Methods Fluids 7(10), 1111–1145 (1987)
Gresho, P. M., Sani, R.L.: Incompressible flow and the finite element method. In: Incompressible Flow and the Finite Element Method-Advection-Diffusion and Isothermal Laminar Flow. John Wiley and Sons (June 1998)
Guermond, J.L., Minev, P., Shen, J.: An overview of projection methods for incompressible flows. Comput. Methods Appl. Mech. Eng. 195(44–47), 6011–6045 (2006)
Gunzberger, M.D.: Finite Element Methods for Viscous Incompressible Flows: A Guide to Theory, Practice, and Algorithms. Academic Press Inc., San Diego (1989)
Halpern, L., Schatzman, M.: Artificial boundary conditions for incompressible viscous flows. SIAM J. Math. Anal. 20(2), 308–353 (1989)
Hannasch, D., Neda, M.: On the accuracy of the viscous form in simulations of incompressible flow problems. Numer. Methods Partial Differ. Equ. 28(2), 523–541 (2012)
Heywood, J.G., Rannacher, R., Turek, S.: Artificial boundaries and flux and pressure conditions for the incompressible Navier–Stokes equations. Int. J. Numer. Methods Fluids 22(5), 325–352 (1996)
Hughes, T.J.R., Wells, G.N.: Conservation properties for the galerkin and stabilised forms of the advection-diffusion and incompressible Navier–Stokes equations. Comput. Methods Appl. Mech. Eng. 194(9–11), 1141–1159 (2005)
Kim, H.J., Figueroa, C., Hughes, T.J.R., Jansen, K.E., Taylor, C.A.: Augmented Lagrangian method for constraining the shape of velocity profiles at outlet boundries for three-dimensional finite element simulations of blood flow. Comput. Methods Appl. Mech. Eng. 198(45–46), 3551–3566 (2009)
Kuprat, A.P., Kabilan, S., Carson, J.P., Corley, R.A., Einstein, D.R.: A bidirectional coupling procedure applied to multiscale respiratory modeling. J. Comput. Phys. 244, 148–167 (2013)
Ladyzhenskaya, O.A.: The mathematical theory of viscous incompressible flow. Gordon and Breach (1969)
Ladyzhenskaya, O.A.: Mathematical analysis of Navier–Stokes equations for incompressible liquids. Annu. Rev. Fluid Mech. 7(1), 249–272 (1975)
Leone, J.M., Gresho, P.M.: Finite element simulations of steady, two-dimensional, viscous incompressible flow over a step. J. Comput. Phys. 41(1), 167–191 (1981)
Leray, J.: Étude de diverses équations intégrales non linéaires et de quelques problèmes que pose l’Hydrodynamique. Journal de Mathématiques Pures et Appliquées 12, 1–82 (1933)
Leray, J.: Essai sur les mouvements plans d’un fluide visqueux que limitent des parois. Journal de Mathématiques Pures et Appliquées 13, 331–418 (1934)
Ley, S., Mayer, D., Brook, B., van Beek, E., Heussel, C., Rinck, D., Hose, R., Markstaller, K., Kauczor, H.-U.: Radiological imaging as the basis for a simulation software of ventilation in the tracheo-bronchial tree. Eur. Radiol. 12(9), 2218–2228 (2002)
Limache, A.C., Sánchez, P.J., Dalcín, L.D., Idelsohn, S.R.: Objectivity tests for Navier–Stokes simulations: the revealing of non-physical solutions produced by Laplace formulations. Comput. Methods Appl. Mech. Eng. 197(49), 4180–4192 (2008)
Lions, J.-L.: Quelques méthodes de résolution des problèmes aux limites non linéaires. Dunod (2002)
Lions, J.-L., Prodi, G.: Un théorème d’existence et d’unicité dans les équations de Navier–Stokes en dimension 2. Comptes Rendus de l’Académie des Sciences de Paris Série I(248), 3519–3521 (1959)
Lombardi, D., Colin, T., Iollo, A., Saut, O., Bonichon, F., Palussière, J.: Some models for the prediction of tumor growth: general framework and applications to metastases in the lung. In: Garbey, M. et al. (eds.) Computational Surgery and Dual Training. Springer, New York (2014)
Malvè, M., Chandra, S., López-Villalobos, J.L., Finol, E.A., Ginel, A., Doblaré, M.: CFD analysis of the human airways under impedance-based boundary conditions: application to healthy, diseased and stented trachea. Comput. Methods Biomech. Biomed. Eng. 16(2), 198–216 (2013)
B. Maury. The respiratory system in equations, vol. 7 of MS&A. Modeling, Simulation and Applications. Springer-Verlag Italia, Milan (2013)
Maury, B., Meunier, N., Soualah, A., Vial, L.: Outlet dissipative conditions for air flow in the bronchial tree. In: CEMRACS 2004-Mathematics and Applications to Biology and Medicine, vol. 14 of ESAIM Proceedings, pp. 201–212. EDP Sci., Les Ulis (2005)
Maz’ya, V., Rossmann, J.: Point estimates for green’s matrix to boundary value problems for second order elliptic systems in a polyhedral cone. J. Appl. Math. Mech. 82(5), 291–316 (2002)
Moshkin, N.P., Yambangwai, D.: On numerical solution of the incompressible Navier–Stokes equations with static or total pressure specified on boundaries. Math. Probl. Eng. 2009(1), 1–26 (2009)
Pironneau, O.: On the transport-diffusion algorithm and its applications to the Navier–Stokes equations. Numerische Mathematik 38(3), 309–332 (1982)
Pironneau, O.: Boundary conditions on the pressure for the Stokes and the Navier–Stokes equations. Comptes Rendus de l’Académie des Sciences Série I Mathématiques 303(9), 403–406 (1986)
Pironneau, O.: Finite Element Methods for Fluids. Wiley, London (1990)
Porpora, A., Zunino, P., Vergara, C., Piccinelli, M.: Numerical treatment of boundary conditions to replace lateral branches in hemodynamics. Int. J. Numer. Methods Biomed. Eng. 28(12), 1165–1183 (2012)
Quarteroni, A., Valli, A.: Numerical approximation of partial differential equations, 2nd edn. Springer, Berlin (2008)
Roos, H.G., Stynes, M., Tobiska, L.: Robust numerical methods for singularly perturbed differential equations: convection-diffusion-reaction and flow problems. In: Bank, R., Graham, R.L., Stoer, J., Varga, R., Yserentant, H. (eds.) Springer Series in Computational Mathematics, vol. 24, 2nd edn. Springer-Verlag, Berlin (2008)
Sani, R.L., Gresho, P.M.: Résumé and remarks on the open boundary condition minisymposium. Int. J. Numer. Methods Fluids 18(10), 983–1008 (1994)
Sapoval, B.: Smaller is better—but not too small: A physical scale for the design of the mammalian pulmonary acinus. Proc. Natl. Acad. Sci. 99(16), 10411–10416 (2002)
Soualah-Alila, A.: Modélisation mathématique et numérique du poumon humain. Ph.D. thesis, Université Paris Sud (2007)
Temam, R.: Une méthode d’approximation de la solution des équations de Navier–Stokes. Bulletin de la Société Mathématique de France 96, 115–152 (1968)
Temam, R.: Sur l’approximation de la solution des équations de Navier–Stokes par la méthode des pas fractionnaires (II). Arch. Ration. Mech. Anal. 33(5), 377–385 (1969)
Temam, R.: Navier–Stokes Equations: Theory and Numerical Analysis, vol. 2. American Mathematical Society, AMS Chelsea Publishing, Providence, RI (2001)
Tezduyar, T.E., Mittal, S., Ray, S.E., Shih, R.: Incompressible flow computations with stabilized bilinear and linear equal-order-interpolation velocity-pressure elements. Comput. Methods Appl. Mech. Eng. 95(2), 221–242 (1992)
Tezduyar, T.E., Osawa, Y.: Finite element stabilization parameters computed from element matrices and vectors. Comput. Methods Appl. Mech. Eng. 190(3–4), 411–430 (2000)
Tu, J., Inthavong, K., Ahmadi, G.: Computational Fluid and Particle Dynamics in the Human Respiratory System, 1st edn. Springer, Dordrecht (2012)
Vergara, C.: Nitsche’s method for defective boundary value problems in incompressible fluid-dynamics. J. Sci. Comput. 46(1), 100–123 (2011)
Vignon-Clementel, I.E., Figueroa, C.A., Jansen, K.E., Taylor, C.A.: Outflow boundary conditions for three-dimensional finite element modeling of blood flow and pressure in arteries. Comput. Methods Appl. Mech. Eng. 195(29–32), 3776–3796 (2006)
Wall, W.A., Wiechert, L., Comerford, A., Rausch, S.: Towards a comprehensive computational model for the respiratory system. Int. J. Numer. Methods Biomed. Eng. 26(7), 807–827 (2010)
Weibel, E.R.: Morphometry of the Human Lung. Springer-Verlag, NY, USA (1963)
Acknowledgments
The author wants to thank Céline Grandmont and Sébastien Martin for valuable discussions and for their very helpful feedbacks on the manuscript, and Bertrand Maury for his fruitful remarks. The present work has been partially supported by the Agence Nationale de la Recherche (ANR) through the projects ANR-11-TECS-006 (OxHelease) and ANR-08-JCJC-013-01 (M3RS).
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Fouchet-Incaux, J. Artificial boundaries and formulations for the incompressible Navier–Stokes equations: applications to air and blood flows. SeMA 64, 1–40 (2014). https://doi.org/10.1007/s40324-014-0012-y
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DOI: https://doi.org/10.1007/s40324-014-0012-y
Keywords
- Incompressible flow
- Navier–Stokes equations
- Dirichlet and Neumann boundary conditions
- Energy balance
- A priori estimates
- Well-posedness
- Numerical computations
- Stabilization methods