Probability density function/Monte Carlo simulation of near-wall turbulent flows

Probability density function (p.d.f.) methods are extended to include modelling of wall-bounded turbulent flows. A p.d.f. near-wall model is developed in which the generalized Langevin model is combined with a model for viscous transport. This provides exact treatment of viscous inhomogeneous effects, and enables consistent imposition of the no-slip condition in a particle framework. The method of elliptic relaxation is combined with additional boundary conditions and with the generalized Langevin model to provide an analogy for the near-wall fluctuating continuity equation. This provides adequate representation of the near-wall anisotropy of the Reynolds stresses. The model is implemented with a p.d.f./Monte Carlo simulation for the joint p.d.f. of velocity and turbulent frequency. Results are compared with DNS and experimental profiles for fully developed turbulent channel flow.

[1]  H. L. Dryden,et al.  Investigations on the Theory of the Brownian Movement , 1957 .

[2]  J. Rotta,et al.  Statistische Theorie nichthomogener Turbulenz , 1951 .

[3]  E. R. V. Driest On Turbulent Flow Near a Wall , 1956 .

[4]  Francis H. Harlow,et al.  Transport Equations in Turbulence , 1970 .

[5]  M. Priestley,et al.  Non‐Parametric Function Fitting , 1972 .

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

[7]  Brian Launder,et al.  Contribution towards a Reynolds-stress closure for low-Reynolds-number turbulence , 1976, Journal of Fluid Mechanics.

[8]  D. Spalding,et al.  GENMIX: A general computer program for two-dimensional parabolic phenomena , 1977 .

[9]  R. B. Dean Reynolds Number Dependence of Skin Friction and Other Bulk Flow Variables in Two-Dimensional Rectangular Duct Flow , 1978 .

[10]  John L. Lumley,et al.  Computational Modeling of Turbulent Flows , 1978 .

[11]  C. Loan Computing integrals involving the matrix exponential , 1978 .

[12]  D. B. Spalding,et al.  Predictions of two-dimensional boundary layers with the aid of the k-ϵ model of turbulence , 1981 .

[13]  S. Swain Handbook of Stochastic Methods for Physics, Chemistry and the Natural Sciences , 1984 .

[14]  S. Pope PDF methods for turbulent reactive flows , 1985 .

[15]  Stephen B. Pope,et al.  A generalized Langevin model for turbulent flows , 1986 .

[16]  Ioannis Karatzas,et al.  Brownian Motion and Stochastic Calculus , 1987 .

[17]  S. Pope,et al.  A pdf modeling study of self‐similar turbulent free shear flows , 1987 .

[18]  P. Moin,et al.  Reynolds-stress and dissipation-rate budgets in a turbulent channel flow , 1987, Journal of Fluid Mechanics.

[19]  S. Pope PDF Calculations of Premixed Combustion. , 1987 .

[20]  S. Pope,et al.  Lagrangian statistics from direct numerical simulations of isotropic turbulence , 1989, Journal of Fluid Mechanics.

[21]  W. Willmarth,et al.  Reynolds-number effects on the structure of a turbulent channel flow , 1989, Journal of Fluid Mechanics.

[22]  Rabi Bhattacharya,et al.  Stochastic processes with applications , 1990 .

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

[24]  Stephen B. Pope,et al.  The velocity‐dissipation probability density function model for turbulent flows , 1990 .

[25]  R. M. C. So,et al.  On near-wall turbulent flow modelling , 1990, Journal of Fluid Mechanics.

[26]  P. Durbin Near-wall turbulence closure modeling without “damping functions” , 1991, Theoretical and Computational Fluid Dynamics.

[27]  A. Kolmogorov The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers , 1991, Proceedings of the Royal Society of London. Series A: Mathematical and Physical Sciences.

[28]  Ronald M. C. So,et al.  Second-Order Near-Wall Turbulence Closures: A Review , 1991 .

[29]  Tsan-Hsing Shih,et al.  KOLMOGOROV BEHAVIOR OF NEAR-WALL TURBULENCE AND ITS APPLICATION IN TURBULENCE MODELING , 1992 .

[30]  P. Durbin A Reynolds stress model for near-wall turbulence , 1993, Journal of Fluid Mechanics.

[31]  D. Wilcox Turbulence modeling for CFD , 1993 .

[32]  P. Bradshaw,et al.  Turbulence Models and Their Application in Hydraulics. By W. RODI. International Association for Hydraulic Research, Delft, 1980. Paperback US $15. , 1983, Journal of Fluid Mechanics.

[33]  Stephen B. Pope,et al.  On the relationship between stochastic Lagrangian models of turbulence and second‐moment closures , 1994 .

[34]  M. Wand,et al.  Multivariate Locally Weighted Least Squares Regression , 1994 .

[35]  Paul A. Durbin,et al.  Modeling near wall effects in second moment closures by elliptic relaxation , 1994 .

[36]  A. Demuren,et al.  On Elliptic Relaxation Near Wall Models , 1994 .

[37]  S. Pope Lagrangian PDF Methods for Turbulent Flows , 1994 .

[38]  S. Pope,et al.  Modeling of extinction in turbulent diffusion flames by the velocity-dissipation-composition PDF method☆ , 1995 .

[39]  P. Durbin SEPARATED FLOW COMPUTATIONS WITH THE K-E-V2 MODEL , 1995 .

[40]  S. Pope,et al.  Filtered density function for large eddy simulation of turbulent reacting flows , 1998 .

[41]  Stephen B. Pope,et al.  Application of PDF methods to compressible turbulent flows , 1997 .

[42]  Thomas D. Dreeben,et al.  PDF modeling of near-wall turbulent flows , 1997 .

[43]  Thomas D. Dreeben,et al.  Wall-function treatment in pdf methods for turbulent flows , 1997 .

[44]  Stephen B. Pope,et al.  Probability density function and Reynolds‐stress modeling of near‐wall turbulent flows , 1997 .

[45]  Stephen B. Pope,et al.  Advances in PDF modeling for inhomogeneous turbulent flows , 1998 .