Skip to main content
Log in

Direct Numerical Simulation of Turbulence at Lower Costs

  • Published:
Journal of Engineering Mathematics Aims and scope Submit manuscript

Abstract

Direct Numerical Simulation (DNS) is the most accurate, but also the most expensive, way of computing turbulent flow. To cut the costs of DNS we consider a family of second-order, explicit one-leg time-integration methods and look for the method with the best linear stability properties. It turns out that this method requires about two times less computational effort than Adams–Bashforth. Next, we discuss a fourth-order finite-volume method that is constructed as the Richardson extrapolate of a classical second-order method. We compare the results of this fourth-order method and the underlying second-order method for a DNS of the flow in a cubical driven cavity at Re= 104. Experimental results are available for comparison. For this example, the fourth-order results are clearly superior to the second-order results, whereas their computational effort is about twenty times less. With the improved simulation method, a DNS of a turbulent flow in a cubical lid-driven flow at Re = 50,000 and a DNS of a turbulent flow past a square cylinder at Re = 22,000 are performed.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  1. E. Hairer and G. Wanner, Solving Ordinary Differential Equations II. Berlin: Springer-Verlag (1991) 601pp.

    Google Scholar 

  2. H. Le and P. Moin, An improvement of fractional step methods for the incompressible Navier-Stokes equations. J. Comp. Phys. 92 (1991) 367–379.

    Google Scholar 

  3. M. M. Rai and P. Moin, Direct simulations of turbulent flow using finite-difference schemes. J. Comp. Phys. 96 (1991) 15–53.

    Google Scholar 

  4. H. F. Fasel, Numerical simulation of instability and transition in boundary layer flows. In: D. Arnal and R. Michel (eds.), Laminar-Turbulent Transition. Berlin: Springer-Verlag (1990) pp. 303–308.

    Google Scholar 

  5. R. D. Joslin, C. L. Streett and C. L. Chang, Validation of three-dimensional incompressible spatial direct numerical simulation code — a comparison with linear theory and parabolic stability equation theories for boundary layer transition on a flat plate, NASA Technical Paper 3205 (1992) 18pp.

  6. Z. Liu and C. Liu, Fourth order finite difference and multigrid methods for modeling instabilities in flat plate boundary layers — 2D and 3D approaches, Computers & Fluids 7 (1994) 955–982.

    Google Scholar 

  7. A. G. Kravchenko, P. Moin and R. Moser, Zonal embedded grids for numerical simulation of wall-bounded turbulent flows. J. Comp. Phys. 127 (1996) 412–423.

    Google Scholar 

  8. W. Rodi, J. H. Ferziger, M. Breuer and M. Pourquié, Status of Large Eddy Simulation: Results of a workshop. To appear in ASME J. Fluids Eng. (1996).

  9. P.R. Voke, Flow past a square cylinder: test case LES2. To appear in: J. P. Chollet et al. (eds.), Direct and Large Eddy Simulation II (1997).

  10. R. W. C. P. Verstappen, J. G. Wissink and A. E. P. Veldman, Direct numerical simulation of driven cavity flows, Appl. Sci. Res. 51 (1993) 377–381.

    Google Scholar 

  11. O. Nevanlinna and W. Liniger, Contractive methods for stiff differential equations; Part I. BIT 18 (1978) 457–474.

    Google Scholar 

  12. F. H. Harlow and J. E. Welsh, Numerical calculation of time-dependent viscous incompressible flow of fluid with free surface. Phys. Fluids 8 (1965) 2182–2189.

    Google Scholar 

  13. A. E. P. Veldman and K. Rinzema, Playing with nonuniform grids. J. Eng. Math. 26 (1992) 119–130.

    Google Scholar 

  14. A. K. Prasad and J. R. Koseff, Reynolds number and end-wall effects on a lid-driven cavity flow. Physics of Fluids A 1 (1989) 208–218.

    Google Scholar 

  15. R. W. C. P. Verstappen and A. E. P. Veldman, Direct numerical simulation of a 3D turbulent flow in a driven cavity at Re = 10,000. In: Wagner et al. (eds.), Computational Fluid Dynamics '94. Chichester: John Wiley & Sons (1994) 558–565.

    Google Scholar 

  16. I. Gustavson, A class of first order factorization methods. BIT 18 (1978) 142–156.

    Google Scholar 

  17. S. C. Eisenstat, Efficient implementation of a class of preconditioned Conjugate Gradient methods, SIAM J. on Scientif. and Stats. Comp. 2 (1981) 1–4.

    Google Scholar 

  18. R. W. C. P. Verstappen and A. E. P. Veldman, Data-parallel solution of the incompressible Navier-Stokes equations. In: P. Wesseling (ed.), High Performance Computing in Fluid Dynamics. Dordrecht: Kluwer Academic Publishers (1996) pp. 237–260.

    Google Scholar 

  19. D. A. Lyn, S. Einav, W. Rodi and J. H. Park, A laser-Doppler-velocimetry study of emsemble-averaged characteristics of the turbulent near wake of a square cylinder. J. Fluid Mech. 304 (1995) 285–316.

    Google Scholar 

  20. I. McLean and I. Gartshore, Spanwise correlations of pressure on a rigid square section cylinder. J. Wind Eng. 779 (1992) 41–44.

    Google Scholar 

  21. B. E. Lee, The effect of turbulence on the surface pressure field of square prisms. J. Fluid Mech. 69 (1975) 263–282.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Rights and permissions

Reprints and permissions

About this article

Cite this article

Verstappen, R., Veldman, A. Direct Numerical Simulation of Turbulence at Lower Costs. Journal of Engineering Mathematics 32, 143–159 (1997). https://doi.org/10.1023/A:1004255329158

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1023/A:1004255329158

Navigation