A diffusion model for velocity gradients in turbulence

In this paper a stochastic model for velocity gradients following fluid particles in incompressible, homogeneous, and isotropic turbulence is presented and demonstrated. The model is constructed so that the velocity gradients satisfy the incompressibility and isotropy requirements exactly. It is further constrained to yield the first few moments of the velocity gradient distribution similar to those computed from full turbulence simulations (FTS) data. The performance of the model is then compared with other computations from FTS data. The model gives good agreement of one‐time statistics. While the two‐time statistics of strain rate are well replicated, the two‐time vorticity statistics are not as good, reflecting perhaps a certain lack of embodiment of physics in the model. The performance of the model when used to compute material element deformation is qualitatively good, with the material line‐element growth rate being correct to within 5% and that of surface element correct to within 20% for the low...

[1]  S. Karlin,et al.  A second course in stochastic processes , 1981 .

[2]  John D. Reid Markov Chain Simulations of Vertical Dispersion in the Neutral Surface Layer for Surface and Elevated Releases , 1979 .

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

[4]  A. Kerstein,et al.  Alignment of vorticity and scalar gradient with strain rate in simulated Navier-Stokes turbulence , 1987 .

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

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

[7]  William H. Press,et al.  Numerical recipes in C. The art of scientific computing , 1987 .

[8]  P. Vieillefosse,et al.  Local interaction between vorticity and shear in a perfect incompressible fluid , 1982 .

[9]  Stephen B. Pope,et al.  Consistency conditions for random‐walk models of turbulent dispersion , 1987 .

[10]  A. Obukhov,et al.  Description of Turbulence in Terms of Lagrangian Variables , 1959 .

[11]  G. Batchelor,et al.  The effect of homogeneous turbulence on material lines and surfaces , 1952, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[12]  Paul A. Durbin,et al.  A stochastic model of two-particle dispersion and concentration fluctuations in homogeneous turbulence , 1980, Journal of Fluid Mechanics.

[13]  M. Trovato,et al.  On the irreducibility of professor G.F. Smith's representations for isotropic functions , 1987 .