Computations of Multiphase Flows

Abstract Computational studies of multiphase flows go back to the very beginning of Computational Fluid Dynamics. It is, however, only during the last decade that direct numerical simulations of multiphase flow have emerged as a major research tool. It is now possible, for example, to simulate the motion of several hundred bubbles and particles in simple flows and to obtain meaningful averaged-quantities that can be compared with experimental results. Much of this progress has been made possible by methods based on the ‘one-fluid’ formulation of the governing equations, in addition to rapidly increasing computational power. Here, we review computations of multiphase flows with particular emphasis on finite Reynolds number flows and methods using the ‘one-fluid’ approach. After an overview of the mathematical formulation and the various ‘one-fluid’ methods, the state-of-the-art is reviewed for three problems: Dispersed bubbly flows, microstructure formation during solidification, and boiling. For the first example numerical methods have reached the maturity where they can be used in scientific studies. For the second and third examples, major numerical development is still taking place. However, progress is rapidly being made and it is realistic to expect large-scale simulations of these problems to become routine within a few years.

[1]  In Seok Kang,et al.  Numerical solution of axisymmetric, unsteady free‐boundary problems at finite Reynolds number. I. Finite‐difference scheme and its application to the deformation of a bubble in a uniaxial straining flow , 1987 .

[2]  Xiaofan Li,et al.  Wall-bounded shear flow and channel flow of suspensions of liquid drops , 2000 .

[3]  D. Jacqmin Regular Article: Calculation of Two-Phase Navier–Stokes Flows Using Phase-Field Modeling , 1999 .

[4]  O. Lebaigue,et al.  The second gradient method for the direct numerical simulation of liquid—vapor flows with phase change , 2001 .

[5]  W. Shyy,et al.  Computation of Solid-Liquid Phase Fronts in the Sharp Interface Limit on Fixed Grids , 1999 .

[6]  Gretar Tryggvason,et al.  The rise of bubbles in a vertical shear flow , 1997 .

[7]  C. Pozrikidis,et al.  Interfacial dynamics for Stokes flow , 2001 .

[8]  James J. Feng,et al.  Direct simulation of initial value problems for the motion of solid bodies in a Newtonian fluid Part 1. Sedimentation , 1994, Journal of Fluid Mechanics.

[9]  Yulii D. Shikhmurzaev,et al.  Coalescence and capillary breakup of liquid volumes , 2000 .

[10]  G. Son,et al.  Numerical Simulation of Film Boiling Near Critical Pressures With a Level Set Method , 1998 .

[11]  K. Squires,et al.  Particle response and turbulence modification in isotropic turbulence , 1990 .

[12]  Thomas Y. Hou,et al.  The long-time motion of vortex sheets with surface tension , 1997 .

[13]  Shan,et al.  Lattice Boltzmann model for simulating flows with multiple phases and components. , 1993, Physical review. E, Statistical physics, plasmas, fluids, and related interdisciplinary topics.

[14]  D. M. Anderson,et al.  DIFFUSE-INTERFACE METHODS IN FLUID MECHANICS , 1997 .

[15]  Martin E. Glicksman,et al.  Interaction of Flows with the Crystal-Melt Interface , 1986 .

[16]  S. A. Zwick,et al.  THE GROWTH OF VAPOR BUBBLES IN SUPERHEATED LIQUIDS. REPORT NO. 26-6 , 1953 .

[17]  D. Drew Mathematical Modeling of Two-Phase Flow , 1983 .

[18]  E. Eckert,et al.  Analysis of heat and mass transfer , 1971 .

[19]  A. Karma,et al.  Regular Article: Modeling Melt Convection in Phase-Field Simulations of Solidification , 1999 .

[20]  Gretar Tryggvason,et al.  Dynamics of homogeneous bubbly flows Part 2. Velocity fluctuations , 2002, Journal of Fluid Mechanics.

[21]  T. Vinje,et al.  Numerical simulation of breaking waves , 1981 .

[22]  A. Schmidt Computation of Three Dimensional Dendrites with Finite Elements , 1996 .

[23]  Brown,et al.  Cellular interface morphologies in directional solidification. IV. The formation of deep cells. , 1985, Physical review. B, Condensed matter.

[24]  S. Zaleski,et al.  Modelling Merging and Fragmentation in Multiphase Flows with SURFER , 1994 .

[25]  Hongbo Xü,et al.  Computations of fully nonlinear three-dimensional wave–wave and wave–body interactions. Part 1. Dynamics of steep three-dimensional waves , 2001, Journal of Fluid Mechanics.

[26]  James M. Hyman,et al.  Numerical methods for tracking interfaces , 1984 .

[27]  Tayfun E. Tezduyar,et al.  3D Simulation of fluid-particle interactions with the number of particles reaching 100 , 1997 .

[28]  Ramani Duraiswami,et al.  Dynamical interactions in a multi-bubble cloud , 1992 .

[29]  M. Sussman,et al.  A Coupled Level Set and Volume-of-Fluid Method for Computing 3D and Axisymmetric Incompressible Two-Phase Flows , 2000 .

[30]  Seungwon Shin,et al.  COMPUTATION OF MICROSTRUCTURE IN SOLIDIFICATION WITH FLUID CONVECTION , 2000 .

[31]  A. Prosperetti,et al.  The stability of an evaporating liquid surface , 1984 .

[32]  J. Warren,et al.  Prediction of dendritic growth and microsegregation patterns in a binary alloy using the phase-field method , 1995 .

[33]  Ivan B. Bazhlekov,et al.  Interaction of a deformable bubble with a rigid wall at moderate Reynolds numbers , 1990, Journal of Fluid Mechanics.

[34]  Peter E. Raad,et al.  The surface marker and micro cell method , 1997 .

[35]  Robert L. Street,et al.  A computer study of finite-amplitude water waves , 1970 .

[36]  C. W. Hirt,et al.  Volume of fluid (VOF) method for the dynamics of free boundaries , 1981 .

[37]  Michael Selwyn Longuet-Higgins,et al.  The deformation of steep surface waves on water - I. A numerical method of computation , 1976, Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences.

[38]  P. Woodward,et al.  SLIC (Simple Line Interface Calculation) , 1976 .

[39]  L. Rayleigh VIII. On the pressure developed in a liquid during the collapse of a spherical cavity , 1917 .

[40]  R. Glowinski,et al.  Fluidization of 1204 spheres: simulation and experiment , 2002, Journal of Fluid Mechanics.

[41]  Gretar Tryggvason,et al.  Lagrangian model simulations of molecular mixing, including finite rate chemical reactions, in a temporally developing shear layer , 1991 .

[42]  S. Osher,et al.  A level set approach for computing solutions to incompressible two-phase flow , 1994 .

[43]  Ioannis G. Kevrekidis,et al.  Analysis of drag and virtual mass forces in bubbly suspensions using an implicit formulation of the lattice Boltzmann method , 2002, Journal of Fluid Mechanics.

[44]  Samuel W. J. Welch,et al.  Local simulation of two-phase flows including interface tracking with mass transfer , 1995 .

[45]  Gretar Tryggvason,et al.  Direct numerical simulations of three-dimensional bubbly flows , 1999 .

[46]  Steven A. Orszag,et al.  Vortex simulations of the Rayleigh–Taylor instability , 1980 .

[47]  Gustav Amberg,et al.  Phase-field simulation of dendritic growth in a shear flow , 1998 .

[48]  Andrea Prosperetti,et al.  Vapour-bubble growth in a superheated liquid , 1978, Journal of Fluid Mechanics.

[49]  M. Ishii Thermo-fluid dynamic theory of two-phase flow , 1975 .

[50]  Akio Tomiyama,et al.  Simulation of Bubble Motion under Gravity by Lattice Boltzmann Method , 2001 .

[51]  Francis H. Harlow,et al.  The Splash of a Liquid Drop , 1967 .

[52]  M. Maxey,et al.  Simulations of dispersed turbulent multiphase flow , 1997 .

[53]  Jens Eggers,et al.  Theory of drop formation , 1995 .

[54]  D. Juric,et al.  A front-tracking method for the computations of multiphase flow , 2001 .

[55]  L. Schwartz,et al.  Finger breakup in Hele–Shaw cells , 1985 .

[56]  G. Foote,et al.  A Numerical Method for Studying Liquid Drop Behavior: Simple Oscillation , 1973 .

[57]  Daniel D. Joseph,et al.  Fluidization by lift of 300 circular particles in plane Poiseuille flow by direct numerical simulation , 2001, Journal of Fluid Mechanics.

[58]  C. Pozrikidis Boundary Integral and Singularity Methods for Linearized Viscous Flow: Index , 1992 .

[59]  G. Brant Footte,et al.  The Water Drop Rebound Problem: Dynamics of Collision , 1975 .

[60]  Milton S. Plesset,et al.  Nonlinear Effects in the Collapse of a Nearly Spherical Cavity in a Liquid , 1970 .

[61]  Frederick G. Hammitt,et al.  Asymmetric Cavitation Bubble Collapse , 1973 .

[62]  Gretar Tryggvason,et al.  Finger-interaction mechanisms in stratified Hele-Shaw flow , 1985, Journal of Fluid Mechanics.

[63]  J. Sethian Evolution, implementation, and application of level set and fast marching methods for advancing fronts , 2001 .

[64]  G. de Josselin de Jong,et al.  Singularity distributions for the analysis of multiple-fluid flow through porous media , 1960 .

[65]  F. Harlow,et al.  Numerical Calculation of Time‐Dependent Viscous Incompressible Flow of Fluid with Free Surface , 1965 .

[66]  E. J. Hinch,et al.  Numerical simulation of a concentrated emulsion in shear flow , 1996, Journal of Fluid Mechanics.

[67]  Hua Zhou,et al.  The flow of ordered and random suspensions of two-dimensional drops in a channel , 1993, Journal of Fluid Mechanics.

[68]  R. Almgren Variational algorithms and pattern formation in dendritic solidification , 1993 .

[69]  Said Elghobashi,et al.  On the two‐way interaction between homogeneous turbulence and dispersed solid particles. II. Particle dispersion , 1994 .

[70]  R. Kobayashi Modeling and numerical simulations of dendritic crystal growth , 1993 .

[71]  Gretar Tryggvason,et al.  Numerical simulations of rising bubbles , 1994 .

[72]  Steven A. Orszag,et al.  Generalized vortex methods for free-surface flow problems , 1982, Journal of Fluid Mechanics.

[73]  David S. Dandy,et al.  Buoyancy-driven motion of a deformable drop through a quiescent liquid at intermediate Reynolds numbers , 1989, Journal of Fluid Mechanics.

[74]  A. Prosperetti,et al.  Bubble entrainment by the impact of drops on liquid surfaces , 1990, Journal of Fluid Mechanics.

[75]  Donald A. Drew,et al.  ANALYTICAL MODELING OF MULTIPHASE FLOWS , 1992 .

[76]  Vijay K. Dhir,et al.  Numerical Simulation of Saturated Film Boiling on a Horizontal Surface , 1997 .

[77]  P. J. Berenson Film-Boiling Heat Transfer From a Horizontal Surface , 1961 .

[78]  C. W. Hirt,et al.  A lagrangian method for calculating the dynamics of an incompressible fluid with free surface , 1970 .

[79]  Bart J. Daly,et al.  A technique for including surface tension effects in hydrodynamic calculations , 1969 .

[80]  M. Maxey,et al.  Settling velocity and concentration distribution of heavy particles in homogeneous isotropic turbulence , 1993, Journal of Fluid Mechanics.

[81]  Andrea Prosperetti,et al.  Ensemble phase‐averaged equations for bubbly flows , 1994 .

[82]  J. Sethian,et al.  Crystal growth and dendritic solidification , 1992 .

[83]  Bart J. Daly,et al.  Numerical Study of the Effect of Surface Tension on Interface Instability , 1969 .

[84]  Michel Y. Louge,et al.  Computer simulations of rapid granular flows of spheres interacting with a flat, frictional boundary , 1994 .

[85]  Mihail C. Roco,et al.  Particulate two-phase flow , 1993 .

[86]  G. Son,et al.  Numerical Simulation of Bubble Merger Process on a Single Nucleation Site During Pool Nucleate Boiling , 2002 .

[87]  S. Zaleski,et al.  DIRECT NUMERICAL SIMULATION OF FREE-SURFACE AND INTERFACIAL FLOW , 1999 .

[88]  Francis H. Harlow,et al.  Numerical Study of Large‐Amplitude Free‐Surface Motions , 1966 .

[89]  Robert H. Davis,et al.  An Efficient Algorithm for Hydrodynamical Interaction of Many Deformable Drops , 2000 .

[90]  Jacob E. Fromm,et al.  Computer Experiments in Fluid Dynamics , 1965 .

[91]  Eckart Meiburg,et al.  Nonlinear unstable viscous fingers in Hele–Shaw flows. II. Numerical simulation , 1988 .

[92]  S. Osher,et al.  Level set methods: an overview and some recent results , 2001 .

[93]  Asghar Esmaeeli-Koosej,et al.  Numerical simulations of bubbly flows. , 1995 .

[94]  Bruce T. Murray,et al.  Recent developments in phase-field models of solidification , 1995 .

[95]  Peter Smereka,et al.  On the motion of bubbles in a periodic box , 1993, Journal of Fluid Mechanics.

[96]  Yulii D. Shikhmurzaev,et al.  On metastable regimes of dynamic wetting , 2002 .

[97]  Akio Tomiyama,et al.  Numerical simulation of two- and three-dimensional two-phase fluid motion by lattice Boltzmann method , 2000 .

[98]  Gretar Tryggvason,et al.  Direct numerical simulations of bubbly flows. Part 1. Low Reynolds number arrays , 1998, Journal of Fluid Mechanics.

[99]  Wei Shyy,et al.  Computational Fluid Dynamics with Moving Boundaries , 1995 .

[100]  Saeed Mortazavi Computational investigation of particulate two-phase flows. , 1995 .

[101]  S. Osher,et al.  An improved level set method for incompressible two-phase flows , 1998 .

[102]  John R. Blake,et al.  Gas bubbles bursting at a free surface , 1993, Journal of Fluid Mechanics.

[103]  S. Osher,et al.  A Level Set Formulation of Eulerian Interface Capturing Methods for Incompressible Fluid Flows , 1996 .

[104]  G. Tryggvason,et al.  Effect of bubble deformation on the properties of bubbly flows , 2003, Journal of Fluid Mechanics.

[105]  Howard H. Hu,et al.  Direct numerical simulations of fluid-solid systems using the arbitrary Langrangian-Eulerian technique , 2001 .

[106]  Nasser Ashgriz,et al.  FLAIR: fluz line-segment model for advection and interface reconstruction , 1991 .

[107]  D. Juric,et al.  Computations of Boiling Flows , 1998 .

[108]  Sanjoy Banerjee,et al.  Numerical investigation of the effects of large particles on wall-turbulence , 1997 .

[109]  Gretar Tryggvason,et al.  A numerical study of the motion of drops in Poiseuille flow. Part 1. Lateral migration of one drop , 2000, Journal of Fluid Mechanics.

[110]  A. Ladd Dynamical simulations of sedimenting spheres , 1993 .

[111]  Yoshiaki Oka,et al.  Direct calculation of bubble growth, departure, and rise in nucleate pool boiling , 2001 .

[112]  Dimos Poulikakos,et al.  Wetting effects on the spreading of a liquid droplet colliding with a flat surface: Experiment and modeling , 1995 .

[113]  A. Karma,et al.  Quantitative phase-field modeling of dendritic growth in two and three dimensions , 1996 .

[114]  Gretar Tryggvason,et al.  Numerical experiments on Hele Shaw flow with a sharp interface , 1983, Journal of Fluid Mechanics.

[115]  Jerzy M. Floryan,et al.  Numerical Methods for Viscous Flows With Moving Boundaries , 1989 .

[116]  A. Ladd Sedimentation of homogeneous suspensions of non-Brownian spheres , 1997 .

[117]  C. D. Stow,et al.  Collisions between liquid drops , 1978, Philosophical Transactions of the Royal Society of London. Series A, Mathematical and Physical Sciences.

[118]  L. G. Leal,et al.  Numerical solution of free-boundary problems in fluid mechanics. Part 1. The finite-difference technique , 1984, Journal of Fluid Mechanics.

[119]  D. Joseph,et al.  Nonlinear mechanics of fluidization of beds of spherical particles , 1987, Journal of Fluid Mechanics.

[120]  William N. Gill,et al.  Selection of a length scale in unconstrained dendritic growth with convection in the melt , 1993 .

[121]  Akihiro Kanai,et al.  Direct numerical simulation of wall turbulent flows with microbubbles , 2001 .

[122]  Seungwon Shin,et al.  Modeling three-dimensional multiphase flow using a level contour reconstruction method for front tracking without connectivity , 2002 .

[123]  Takafumi Kawamura,et al.  Numerical simulation method to resolve interactions between bubbles and turbulence , 2002 .

[124]  J. Glimm,et al.  A critical analysis of Rayleigh-Taylor growth rates , 2001 .

[125]  G. Tryggvason,et al.  A front-tracking method for viscous, incompressible, multi-fluid flows , 1992 .

[126]  J. Brackbill,et al.  A continuum method for modeling surface tension , 1992 .

[127]  N. Goldenfeld,et al.  Phase field model for three-dimensional dendritic growth with fluid flow. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.

[128]  William W. Schultz,et al.  Potential energy in steep and breaking waves , 1994, Journal of Fluid Mechanics.

[129]  L. G. Leal,et al.  Numerical solution of free-boundary problems in fluid mechanics. Part 2. Buoyancy-driven motion of a gas bubble through a quiescent liquid , 1984, Journal of Fluid Mechanics.

[130]  T. Yabe,et al.  The constrained interpolation profile method for multiphase analysis , 2001 .

[131]  Yuriko Renardy,et al.  Temporal Evolution of Periodic Disturbances in Two-Layer Couette Flow , 1996 .

[132]  Stanley Osher,et al.  Level Set Methods , 2003 .

[133]  William E. Pracht,et al.  Numerical Study of Density‐Current Surges , 1968 .

[134]  S. Welch,et al.  A Volume of Fluid Based Method for Fluid Flows with Phase Change , 2000 .

[135]  Elaine S. Oran,et al.  Numerical Simulation of Reactive Flow , 1987 .

[136]  A. Acrivos,et al.  On the shape of a gas bubble in a viscous extensional flow , 1976, Journal of Fluid Mechanics.

[137]  N. H. Thomas,et al.  Bubble Dynamics and Interface Phenomena , 1994 .

[138]  Andrea Prosperetti,et al.  Dynamics of bubble growth and detachment from a needle , 1993, Journal of Fluid Mechanics.

[139]  Asghar Esmaeeli,et al.  An inverse energy cascade in two-dimensional low Reynolds number bubbly flows , 1996, Journal of Fluid Mechanics.

[140]  Yukio Tomita,et al.  Interaction of cavitation bubbles with a free surface , 2001 .

[141]  J. Blake,et al.  Growth and collapse of a vapour cavity near a free surface , 1981, Journal of Fluid Mechanics.

[142]  Chester H. H. Chang A local integral model of chemically reacting flows, including finite rate effects. , 1994 .

[143]  Gretar Tryggvason,et al.  The free-surface signature of unsteady, two-dimensional vortex flows , 1990, Journal of Fluid Mechanics.

[144]  A. Sangani,et al.  Dynamic simulations of flows of bubbly liquids at large Reynolds numbers , 1993, Journal of Fluid Mechanics.

[145]  Perrin,et al.  Influence of an external flow on dendritic crystal growth. , 1989, Physical review. A, General physics.

[146]  Thomas Y. Hou,et al.  Boundary integral methods for multicomponent fluids and multiphase materials , 2001 .

[147]  Daniel D. Joseph,et al.  Direct simulation of initial value problems for the motion of solid bodies in a Newtonian fluid. Part 2. Couette and Poiseuille flows , 1994, Journal of Fluid Mechanics.

[148]  Howard H. Hu Direct simulation of flows of solid-liquid mixtures , 1996 .

[149]  Frédéric Risso,et al.  On the rise of an ellipsoidal bubble in water: oscillatory paths and liquid-induced velocity , 2001, Journal of Fluid Mechanics.

[150]  I. Zun,et al.  Numerical analysis of bubble motion with the VOF method , 1993 .

[151]  Gretar Tryggvason,et al.  Dynamics of homogeneous bubbly flows Part 1. Rise velocity and microstructure of the bubbles , 2002, Journal of Fluid Mechanics.

[152]  J. E. Nydahl,et al.  Numerical Calculation of Bubble Growth in Nucleate Boiling From Inception Through Departure , 1989 .

[153]  Gretar Tryggvason,et al.  Computations of multi-fluid flows , 1992 .

[154]  Wouter-Jan Rappel,et al.  Phase-field simulation of three-dimensional dendrites: is microscopic solvability theory correct? , 1997 .