Development and application of a multi-scale k–ε model for turbulent porous medium flows

Abstract A multi-scale k – e eddy viscosity model for turbulence in porous media is developed. When the double averaging is applied to the momentum equation, the dispersive covariance, the macro-scale and micro-scale Reynolds stresses appear and need modelling to close the equation. The conventional eddy viscosity modelling is applied to model the second moments for engineering applications. A k – e two-equation eddy viscosity model is employed for obtaining the volume averaged Reynolds stress which consists of the macro-scale and the micro-scale Reynolds stresses. The micro-scale Reynolds stress is also independently modelled and obtained by solving another set of k and e equations, whilst an algebraic model is developed for the dispersive covariance. The presently proposed multi-scale four equations eddy viscosity model is evaluated in developed turbulent flows in homogeneous porous media, porous wall channel flows and porous rib-mounted channel flows with satisfactory accuracy.

[1]  Ken-ichi Abe,et al.  A new turbulence model for predicting fluid flow and heat transfer in separating and reattaching flows—I. Flow field calculations , 1995 .

[2]  On the Budget Terms of the Double Averaged Turbulent Stress Transport Equations in Porous Media , 2014 .

[3]  Costantino Manes,et al.  Velocity Measurements of a Free-Surface Turbulent Flow Penetrating a Porous Medium Composed of Uniform-Size Spheres , 2009 .

[4]  Tim Craft,et al.  A Reynolds stress closure designed for complex geometries , 1996 .

[5]  Y. Nishio,et al.  Three Dimensional Microscopic Flow Simulation Across the Interface of a Porous Wall and Clear Fluid by the Lattice Boltzmann Method , 2009 .

[6]  C. Rhie,et al.  Numerical Study of the Turbulent Flow Past an Airfoil with Trailing Edge Separation , 1983 .

[7]  Vivek V. Ranade,et al.  Computational study of a single‐phase flow in packed beds of spheres , 2005 .

[8]  Matthew J. Hall,et al.  Measurements of pore scale flows within and exiting ceramic foams , 1996 .

[9]  Akira Nakayama,et al.  A Macroscopic Turbulence Model for Flow in a Porous Medium , 1999 .

[10]  W. H. Gauvin,et al.  Velocity and turbulence measurements of air flow through a packed bed , 1971 .

[11]  K. Suga,et al.  Effects of wall permeability on turbulence , 2010 .

[12]  Kenneth V. H. Smith,et al.  Channel Flow Over Permeable Beds of Graded Spheres , 1976 .

[13]  M. A. Latifi,et al.  Hydrodynamics of liquid flow in packed beds: an experimental study using electrochemical shear rate sensors , 1994 .

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

[15]  R. E. Uittenbogaard,et al.  The influence of wall permeability on turbulent channel flow , 2006, Journal of Fluid Mechanics.

[16]  K. Suga,et al.  Modelling turbulence around and inside porous media based on the second moment closure , 2013 .

[17]  J. Finnigan,et al.  A Second-Order Closure for Neutrally Stratified Vegetative Canopy Flows , 1999 .

[18]  J. L. Lage,et al.  A general two-equation macroscopic turbulence model for incompressible flow in porous media , 1997 .

[19]  J. Finnigan Turbulence in plant canopies , 2000 .

[20]  Marcelo J.S. de Lemos,et al.  On the definition of turbulent kinetic energy for flow in porous media , 2000 .

[21]  L. Ridolfi,et al.  Turbulent boundary layers over permeable walls: scaling and near-wall structure , 2011, Journal of Fluid Mechanics.

[22]  Federico E. Teruel,et al.  A new turbulence model for porous media flows. Part I: Constitutive equations and model closure , 2009 .

[23]  Akira Nakayama,et al.  A General Macroscopic Turbulence Model for Flows in Packed Beds, Channels, Pipes, and Rod Bundles , 2008 .

[24]  M. A. Latifi,et al.  The use of micro-electrodes in the study of the flow regimes in a packed bed reactor with single phase liquid flow , 1989 .

[25]  Fue-Sang Lien,et al.  Upstream monotonic interpolation for scalar transport with application to complex turbulent flows , 1994 .

[27]  Marcelo J.S. de Lemos,et al.  On the Mathematical Description and Simulation of Turbulent Flow in a Porous Medium Formed by an Array of Elliptic Rods , 2001 .

[28]  Souliotis Dimitris,et al.  Macroscopic Turbulence Models and Their Application in Turbulent Vegetated Flows , 2011 .

[29]  A. Bejan,et al.  Convection in Porous Media , 1992 .

[30]  Fue-Sang Lien,et al.  Numerical modelling of the turbulent flow developing within and over a 3-d building array, part ii: a mathematical foundation for a distributed drag force approach , 2005 .

[31]  Kazuhiko Suga,et al.  Vortex structure of turbulence over permeable walls , 2011 .

[32]  S. Whitaker Flow in porous media I: A theoretical derivation of Darcy's law , 1986 .

[33]  R. V. Edwards,et al.  A New Look at Porous Media Fluid Mechanics — Darcy to Turbulent , 1984 .

[34]  D. Joseph,et al.  Boundary conditions at a naturally permeable wall , 1967, Journal of Fluid Mechanics.

[35]  A. Bejan,et al.  A Critical Systhesis of Pertinent Models for Turbulent Transport through Porous Media , 2009 .

[36]  Simon Kuhn,et al.  Large eddy simulation of flow through a streamwise-periodic structure , 2011 .

[37]  Vladimir Nikora,et al.  Double-Averaging Concept for Rough-Bed Open-Channel and Overland Flows: Theoretical Background , 2007 .

[38]  J. L. Lage,et al.  A modified form of the κ–ε model for turbulent flows of an incompressible fluid in porous media , 2000 .

[39]  M. Raupach,et al.  Averaging procedures for flow within vegetation canopies , 1982 .

[40]  John F. Kennedy,et al.  FRICTION-FACTORS FOR FLAT-BED FLOWS IN SAND CHANNELS , 1969 .

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

[42]  K. Suga,et al.  Computation of turbulent flows over porous/fluid interfaces , 2009 .

[43]  K. Suga,et al.  Turbulence Characteristics in Flows Over Solid and Porous Square Ribs Mounted on Porous Walls , 2013 .

[44]  Marcelo J.S. de Lemos,et al.  Macroscopic turbulence modeling for incompressible flow through undeformable porous media , 2001 .

[45]  O. Simonin,et al.  k-ε Macro-scale modeling of turbulence based on a two scale analysis in porous media , 2006 .

[46]  Fue-Sang Lien,et al.  A general non-orthogonal collocated finite volume algorithm for turbulent flow at all speeds incorporating second-moment turbulence-transport closure, Part 1: Computational implementation , 1994 .

[47]  Y. Nishio,et al.  A boundary reconstruction scheme for lattice Boltzmann flow simulation in porous media , 2009 .

[48]  B. Launder,et al.  Development and application of a cubic eddy-viscosity model of turbulence , 1996 .

[49]  S. Whitaker The Forchheimer equation: A theoretical development , 1996 .

[50]  Marcelo J. S. de Lemos,et al.  SIMULATION OF TURBULENT FLOW IN POROUS MEDIA USING A SPATIALLY PERIODIC ARRAY AND A LOW RE TWO-EQUATION CLOSURE , 2001 .

[51]  W. Graf,et al.  TURBULENT BOUNDARY-LAYER FLOW OVER PERMEABLE AND NON-PERMEABLE ROUGH SURFACES , 1983 .

[52]  Y. Takatsu,et al.  Turbulence model for flow through porous media , 1996 .

[53]  B. Launder,et al.  Application of the energy-dissipation model of turbulence to the calculation of flow near a spinning disc , 1974 .

[54]  Kenneth A. Smith,et al.  Fluid flow in packed beds , 1965 .

[55]  K. R. Jolls,et al.  Transition to turbulence for flow through a dumped bed of spheres , 1966 .