Modeling turbulent recirculating flows by finite-volume methods—current status and future directions☆

Abstract Three-dimensional and recirculating flows of direct industrial relevance and realistic geometry are now well within the scope of CFD capabilities. However, none of the fundamental modeling issues, be it numerical or physical, can be said to have reached a degree of maturity for any particular practice to be perceived or accepted as a standard, and research continues at an unabated level along all fronts. This paper aims to outline the current status of some of the influential issues contributing towards any computational procedure based on the finite-volume approach and intended for modeling complex separated turbulent flow. The main areas covered are: discretization of convection, including bounding schemes, solution algorithms—specifically aspects concerned with maintaining spatial and intervariate coupling, geometric flexibility and turbulence modeling. The survey, however fleeting and superficial, indicates that current developments point towards the use of bounded quadratic approximations, multilevel (or multigrid) acceleration (for steady problems) and second-moment (Reynolds stress/flux) closures within the framework of nonorthogonal grids in which a Cartesian velocity decomposition is adopted.

[1]  Ching-Jen Chen,et al.  Finite analytic numerical method for unsteady two-dimensional Navier-Stokes equations , 1984 .

[2]  B. Launder,et al.  Progress in the development of a Reynolds-stress turbulence closure , 1975, Journal of Fluid Mechanics.

[3]  Michael A. Leschziner,et al.  Discretization of nonlinear convection processes: A broad-range comparison of four schemes , 1985 .

[4]  Michael A. Leschziner,et al.  Practical evaluation of three finite difference schemes for the computation of steady-state recirculating flows , 1980 .

[5]  Kenneth Morgan,et al.  Computational techniques in transient and turbulent flow , 1981 .

[6]  J. Meijerink,et al.  Guidelines for the usage of incomplete decompositions in solving sets of linear equations as they occur in practical problems , 1981 .

[7]  R. W. Davis,et al.  A numerical-experimental study of confined flow around rectangular cylinders , 1984 .

[8]  A. Thom,et al.  The flow past circular cylinders at low speeds , 1933 .

[9]  S. Osher,et al.  High resolution applications of the Osher upwind scheme for the Euler equations , 1983 .

[10]  G. Leaf,et al.  Efficient finite-difference calculation procedure for multi-dimensional fluid flows. , 1984 .

[11]  Andrew Pollard,et al.  COMPARISON OF PRESSURE-VELOCITY COUPLING SOLUTION ALGORITHMS , 1985 .

[12]  Ching-Jen Chen,et al.  Finite-analytic numerical solution of heat transfer in two-dimensional cavity flow , 1981 .

[13]  Milt Chapman,et al.  FRAM—Nonlinear damping algorithms for the continuity equation , 1981 .

[14]  G. Guj,et al.  Numerical solutions of high‐Re recirculating flows in vorticity‐velocity form , 1988 .

[15]  H. L. Stone ITERATIVE SOLUTION OF IMPLICIT APPROXIMATIONS OF MULTIDIMENSIONAL PARTIAL DIFFERENTIAL EQUATIONS , 1968 .

[16]  U. Ghia,et al.  High-Re solutions for incompressible flow using the Navier-Stokes equations and a multigrid method , 1982 .

[17]  Joe F. Thompson Grid Generation Techniques in Computational Fluid Dynamics , 1984 .

[18]  D. Spalding,et al.  A calculation procedure for heat, mass and momentum transfer in three-dimensional parabolic flows , 1972 .

[19]  Wolfgang Rodi,et al.  Calculation of Annular and Twin Parallel Jets Using Various Discretization Schemes and Turbulence-Model Variations , 1981 .

[20]  S. Elghobashi,et al.  TURBULENT HEAT TRANSFER NEAR THE REATTACHMENT OF FLOW DOWNSTREAM OF A SUDDEN PIPE EXPANSION , 1986 .

[21]  A. D. Gosman,et al.  Heat and Mass Transfer in Recirculating Flows , 1969 .

[22]  J. Zhu,et al.  A local oscillation-damping algorithm for higher-order convection schemes , 1988 .

[23]  C. Merkle,et al.  Application of time-iterative schemes to incompressible flow , 1985 .

[24]  S. Vanka Block-implicit calculation of steady turbulent recirculating flows , 1985 .

[25]  Michael A. Leschziner,et al.  Computation of three-dimensional turbulent flow in non-orthogonal junctions by abranch-coupling method , 1989 .

[26]  A local mesh-refinement technique for incompressible flows , 1986 .

[27]  S. Acharya,et al.  Comparison of the Piso, Simpler, and Simplec Algorithms for the Treatment of the Pressure-Velocity Coupling in Steady Flow Problems , 1986 .

[28]  R. Amano,et al.  A numerical study of a separating and reattaching flow by using Reynolds-stress turbulence closure , 1984 .

[29]  F. W. Schmidt,et al.  Evaluation of a multilevel technique applied to the Poisson and Navier-Stokes equations , 1988 .

[30]  Andrew Pollard,et al.  The calculation of some laminar flows using various discretisation schemes , 1982 .

[31]  G. Shortley,et al.  The Numerical Solution of Laplace's Equation , 1938 .

[32]  B. R. Baliga,et al.  A CONTROL VOLUME FINITE-ELEMENT METHOD FOR TWO-DIMENSIONAL FLUID FLOW AND HEAT TRANSFER , 1983 .

[33]  Song Fu,et al.  A Comparison of Algebraic and Differential Second-Moment Closures for Axisymmetric Turbulent Shear Flows With and Without Swirl , 1988 .

[34]  George D. Raithby,et al.  Solution of the incompressible mass and momentum equations by application of a coupled equation line solver , 1985 .

[35]  Ayodeji O. Demuren,et al.  False diffusion in three-dimensional flow calculations , 1985 .

[36]  T. C. Vu,et al.  Navier-Stokes Computation of Radial Inflow Turbine Distributor , 1988 .

[37]  Wei Shyy,et al.  THREE-DIMENSIONAL ANALYSIS OF THE FLOW IN A CURVED HYDRAULIC TURBINE DRAFT TUBE , 1986 .

[38]  Song Fu,et al.  Modelling strongly swirling recirculating jet flow with Reynolds-stress transport closures , 1987 .

[39]  B. P. Leonard SHARP Simulation of Discontinuities in Highly Convective Steady Flow , 1987 .

[40]  Jay P. Boris,et al.  Flux-corrected transport. I. SHASTA, a fluid transport algorithm that works , 1973 .

[41]  Modeling coal-fired cyclone combustors , 1986 .

[42]  A. Jameson,et al.  Numerical solution of the Euler equations by finite volume methods using Runge Kutta time stepping schemes , 1981 .

[43]  Dochan Kwak,et al.  A solution procedure for three-dimensional incompressible Navier-Stokes equation and its application , 1985 .

[44]  U. Ghia,et al.  Study of Fully Developed Incompressible Flow in Curved Ducts, Using a Multi-Grid Technique , 1987 .

[45]  Michael A. Leschziner,et al.  Computation of highly swirling confined flow with a Reynolds stress turbulence model , 1989 .

[46]  I. P. Castro,et al.  Studies in numerical computations of recirculating flows , 1987 .

[47]  C. Yap Turbulent heat and momentum transfer in recirculating and impinging flows , 1987 .

[48]  Richard S. Varga,et al.  Application of Oscillation Matrices to Diffusion-Convection Equations , 1966 .

[49]  P. Roe CHARACTERISTIC-BASED SCHEMES FOR THE EULER EQUATIONS , 1986 .

[50]  B. Launder,et al.  THE NUMERICAL COMPUTATION OF TURBULENT FLOW , 1974 .

[51]  Richard A. Gentry,et al.  An Eulerian differencing method for unsteady compressible flow problems , 1966 .

[52]  C. Prakash,et al.  APPLICATION OF THE LOCALLY ANALYTIC DIFFERENCING SCHEME TO SOME TEST PROBLEMS FOR THE CONVECTION-DIFFUSION EQUATION , 1984 .

[53]  W. Jones,et al.  The prediction of laminarization with a two-equation model of turbulence , 1972 .

[54]  Myung Kyoon Chung,et al.  Calculation of a strongly swirling turbulent round jet with recirculation by an algebraic stress model , 1988 .

[55]  F. Holly,et al.  Accurate Calculation of Transport in Two Dimensions , 1977 .

[56]  N. Ron-Ho,et al.  A Multiple-Grid Scheme for Solving the Euler Equations , 1982 .

[57]  Suhas V. Patankar,et al.  A CONTROL-VOLUME FINITE-ELEMENT METHOD FOR PREDICTING FLOW AND HEAT TRANSFER IN DUCTS OF ARBITRARY CROSS SECTIONS—PART I: DESCRIPTION OF THE METHOD , 1987 .

[58]  B. Launder,et al.  The numerical computation of turbulent flows , 1990 .

[59]  Roman Weber,et al.  Computations of near field aerodynamics of swirling expanding flows , 1988 .

[60]  Philip J. Smith,et al.  Modeling of swirl in turbulent flow systems , 1986 .

[61]  Stephen B. Pope,et al.  The calculation of near-wake flows , 1976, Journal of Fluid Mechanics.

[62]  Second-moment computation of strongly-swirling reacting flow in a model combustor , 1989 .

[63]  Wei Shyy,et al.  A numerical study of annular dump diffuser flows , 1985 .

[64]  R. W. Davis,et al.  A numerical study of vortex shedding from rectangles , 1982, Journal of Fluid Mechanics.

[65]  Gerry E. Schneider,et al.  NUMERICAL SOLUTION OF PROBLEMS IN INCOMPRESSIBLE FLUID FLOW: TREATMENT OF THE VELOCITY-PRESSURE COUPLING , 1979 .

[66]  A. G. Hutton,et al.  THE NUMERICAL TREATMENT OF ADVECTION: A PERFORMANCE COMPARISON OF CURRENT METHODS , 1982 .

[67]  Michael A. Leschziner,et al.  Second-moment-closure calculation of strongly swirling confined flow with large density gradients , 1989 .

[68]  S. Sengupta,et al.  Boundary conformed co‐ordinate systems for selected two‐dimensional fluid flow problems. Part II: Application of the BFG method , 1986 .

[69]  Yassin A. Hassan,et al.  A Stable Mass-Flow-Weighted Two-Dimensional Skew Upwind Scheme , 1983 .

[70]  A. Schett Corrigendum: “Properties of the Taylor series expansion coefficients of the Jacobian elliptic functions” (Math. Comp. 30 (1976), no. 133, 143–147) , 1977 .

[71]  C. H. Priddin,et al.  Modelling the Flow and Combustion in a Production Gas Turbine Combustor , 1987 .

[72]  George D. Raithby,et al.  IMPROVED FINITE-DIFFERENCE METHODS BASED ON A CRITICAL EVALUATION OF THE APPROXIMATION ERRORS , 1979 .

[73]  M. Peric A finite volume method for the prediction of three-dimensional fluid flow in complex ducts , 1985 .

[74]  G. Raithby,et al.  Application of additive correction multigrid to the coupled fluid flow equations , 1988 .

[75]  P. Eiseman Grid Generation for Fluid Mechanics Computations , 1985 .

[76]  A. Gosman,et al.  Solution of the implicitly discretised reacting flow equations by operator-splitting , 1986 .

[77]  Paolo Orlandi,et al.  Vorticity—velocity formulation for high Re flows , 1987 .

[78]  D. Spalding A novel finite difference formulation for differential expressions involving both first and second derivatives , 1972 .

[79]  R. Amano Comparison of pressure-strain correlation models for the flow behind a disk , 1986 .

[80]  J. W. Kim,et al.  On a finite element CFD algorithm for compressible, viscous and turbulent aerodynamic flows , 1987 .

[81]  W. Rodi,et al.  Calculation of curved shear layers with two‐equation turbulence models , 1983 .

[82]  W. P. Jones,et al.  The Calculation of the Flow through a Two-dimensional Faired Diffuser , 1989 .

[83]  B. Launder,et al.  Numerical computation of turbulent flow through a square-sectioned 90° bend , 1987 .

[84]  R. M. Smith,et al.  The computation of turbulent flows of industrial complexity by the finite element method—progress and prospects , 1987 .

[85]  Numerical solution procedure for viscous incompressible flows , 1986 .

[86]  S. E. Tahry,et al.  Application of a Reynolds Stress Model to Engine-Like Flow Calculations , 1985 .

[87]  Jean Delery,et al.  A Study of Turbulence Modelling in Transonic Shock-Wave Boundary-Layer Interactions , 1989 .

[88]  A. K. Wong,et al.  An effective vorticity-vector potential formulation for the numerical solution of three-dimensional duct flow problems , 1984 .

[89]  D. N. De G. Allen,et al.  RELAXATION METHODS APPLIED TO DETERMINE THE MOTION, IN TWO DIMENSIONS, OF A VISCOUS FLUID PAST A FIXED CYLINDER , 1955 .

[90]  Multigrid solution of the Navier-Stokes equations for the flow in a rapidly rotating cylinder , 1985 .

[91]  A. D. Gosman,et al.  Numerical Prediction of Turbulent Flow over Surface-Mounted Ribs , 1985 .

[92]  Wei Shyy,et al.  A study of finite difference approximations to steady-state, convection-dominated flow problems , 1985 .

[93]  Tetuya Kawamura,et al.  New higher-order upwind scheme for incompressible Navier-Stokes equations , 1985 .

[94]  Sanjay M. Correa,et al.  A systematic comparison of several numerical schemes for complex flow calculations , 1985 .

[95]  S. Osher,et al.  Numerical experiments with the Osher upwind scheme for the Euler equations , 1982 .

[96]  G. Raithby,et al.  A multigrid method based on the additive correction strategy , 1986 .

[97]  B. Launder,et al.  Ground effects on pressure fluctuations in the atmospheric boundary layer , 1978, Journal of Fluid Mechanics.

[98]  D. Brandt,et al.  Multi-level adaptive solutions to boundary-value problems math comptr , 1977 .

[99]  G. D. Raithby,et al.  A method for computing three dimensional flows using non‐orthogonal boundary‐fitted co‐ordinates , 1984 .

[100]  R. Camarero,et al.  COMPUTATION OF INCOMPRESSIBLE TURBULENT FLOWS BY AN OPPOSED-DIFFERENCING SCHEME , 1987 .

[101]  D. Kershaw The incomplete Cholesky—conjugate gradient method for the iterative solution of systems of linear equations , 1978 .

[102]  Suhas V. Patankar,et al.  A Calculation Procedure for Two-Dimensional Elliptic Situations , 1981 .

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

[104]  Mayur Patel,et al.  An evaluation of eight discretization schemes for two‐dimensional convection‐diffusion equations , 1986 .

[105]  B. P. Leonard,et al.  A stable and accurate convective modelling procedure based on quadratic upstream interpolation , 1990 .

[106]  M. Leschziner,et al.  Multilevel convergence acceleration for viscous and turbulent transonic flows computed with a cell-vertex method , 1989 .

[107]  R. Ni A multiple grid scheme for solving the Euler equations , 1981 .

[108]  I. Demirdzic,et al.  A calculation procedure for turbulent flow in complex geometries , 1987 .

[109]  K. Huh,et al.  A method for reduction of numerical diffusion in the donor cell treatment of convection , 1986 .

[110]  Surya Pratap Vanka BLOCK-IMPLICIT COUPLED CALCULATION OF INTERNAL FLUID FLOWS. , 1985 .

[111]  Jacques Periaux,et al.  Domain decomposition methods for nonlinear problems in fluid dynamics , 1983 .

[112]  J. Dukowicz,et al.  Tensor viscosity method for convection in numerical fluid dynamics , 1979 .

[113]  H. C. Mongia,et al.  An experimental investigation of gas jets in confined swirling air flow , 1984 .

[114]  M. Israeli,et al.  Efficiency of Navier-Stokes Solvers , 1977 .

[115]  B. Launder,et al.  A comparison of hybrid and quadratic-upstream differencing in high Reynolds number elliptic flows , 1981 .

[116]  Arthur Rizzi,et al.  Computation of inviscid incompressible flow with rotation , 1985, Journal of Fluid Mechanics.

[117]  A. B. Strong,et al.  Simulation of convection and diffusion processes by standard finite difference schemes and by influence schemes , 1982 .

[118]  S. Osher,et al.  Uniformly high order accurate essentially non-oscillatory schemes, 111 , 1987 .

[119]  G. D. Raithby,et al.  Skew upstream differencing schemes for problems involving fluid flow , 1976 .

[120]  On Direct and Large Eddy Simulation of Turbulence , 1986 .

[121]  Joe F. Thompson,et al.  Boundary-fitted coordinate systems for numerical solution of partial differential equations—A review , 1982 .

[122]  S. Vanka Block-implicit multigrid solution of Navier-Stokes equations in primitive variables , 1986 .

[123]  Investigation of the simultaneous variable solution for velocity and pressure in incompressible fluid flow problems , 1983 .

[124]  Shuzo Murakami,et al.  Numerical and experimental study on room airflow—3-D predictions using the k-ϵ turbulence model , 1989 .

[125]  G. J. Shaw,et al.  A multigrid method for recirculating flows , 1988 .

[126]  S. Patankar Numerical Heat Transfer and Fluid Flow , 2018, Lecture Notes in Mechanical Engineering.

[127]  W. Rodi,et al.  A higher order numerical scheme for scalar transport , 1982 .

[128]  W. G. Bickley,et al.  Relaxation Methods in Theoretical Physics , 1947 .

[129]  J. P. V. Doormaal,et al.  ENHANCEMENTS OF THE SIMPLE METHOD FOR PREDICTING INCOMPRESSIBLE FLUID FLOWS , 1984 .

[130]  S. P. Vanka,et al.  Study of second order upwind differencing in a recirculating flow , 1985 .

[131]  F. Durst,et al.  Experimental and Computational Investigation of the Two-Dimensional Channel Flow Over Two Fences in Tandem , 1988 .

[132]  R. E. Phillips,et al.  A MULTILEVEL-MULTIGRID TECHNIQUE FOR RECIRCULATING FLOWS , 1985 .

[133]  R. S. Amano,et al.  Investigation of Third-Order Closure Model of Turbulence for the Computation of Incompressible Flows in a Channel With a Backward-Facing Step , 1987 .

[134]  Gerry E. Schneider,et al.  A MODIFIED STRONGLY IMPLICIT PROCEDURE FOR THE NUMERICAL SOLUTION OF FIELD PROBLEMS , 1981 .

[135]  Hector Iacovides,et al.  Developing Turbulent Flow in a U-Bend of Circular Cross-Section: Measurement and Computation , 1986 .