Skip to main content

Proper Orthogonal Decomposition Based Turbulence Modeling

  • Conference paper
Instability, Transition, and Turbulence

Part of the book series: ICASE NASA LaRC Series ((ICASE/NASA))

Abstract

An analysis of the near-wall behavior of the proper orthogonal decomposition (POD) eigenfunctions derived from direct numerical simulation (DNS) of channel flow is performed. Consistent with previous studies, a low order multi-mode reconstruction of the kinetic energy and Reynolds shear stress suffices. A similar reconstruction of the isotropic dissipation rate is shown to be insufficient, however. An analysis is performed of the multi-mode composition of the dissipation rate in the near-wall region, and it is shown that a significant number of higher order modes are required to achieve the correct asymptotic consistency in the near-wall region. The reconstructed turbulent moments are used to determine the eddy viscosity damping required in the near-wall region, and this is compared to the damping function extracted directly from the DNS results. It is noted that with a Reynolds number similarity of the low order eigenfunctions, the range of applicability of the results extends beyond the Reynolds number range of the DNS data.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  • Dinavahi, S. and Zang, T.A., 1992 “Reynolds stress budgets in a transitional channel flow,” To be submitted for publication.

    Google Scholar 

  • George, W.K. and Hussein, H.J., 1991 “Locally axisymmetric turbulence,” J. Fluid Mech.,To Appear.

    Google Scholar 

  • Gilbert, N. and Kleiser, L., 1991 “Turbulence model testing with the aid of direct numerical simulation results,” Eighth Symposium on Turbulent Shear Flows, Technical University of Munich, Munich, Germany, September 9–11, pp. 26.1.1–26.1.6.

    Google Scholar 

  • Hong, S.K. and Rubesin, M.W., 1985 “Application of large-eddy interaction model to channel flow,” NASA Technical Memorandum 86691.

    Google Scholar 

  • Lumley, J.L., 1967 “The structure of inhomogeneous turbulent flows,” Atmospheric Turbulence and Radio Wave Propagation, (ed. A.M. Yaglom and V. I. Tatarski), Moscow: Nauka, pp. 166–178.

    Google Scholar 

  • Moin, P. and Moser, R.D., 1989 “Characteristic-eddy decomposition of turbulence in a channel,” J. Fluid Mech.,vol. 200, pp. 471–509.

    Article  MathSciNet  ADS  MATH  Google Scholar 

  • Myong, H.K. and Kasagi, N., 1990 “A new approach to the improvement of K−∈ turbulence model for wall-bounded shear flows,” JSME International Journal, vol. 33 (1), pp. 63–72.

    ADS  Google Scholar 

  • Rodi, W. and Mansour, N.N., 1990 “Low Reynolds number K−∈ modeling with the aid of direct simulation,” Proceedings of the Center for Turbulence Research, Summer 1990, NASA Ames Research Center, Moffett Field, CA, pp. 85–106.

    Google Scholar 

  • Sirovich, L. and Rodriguez, J.D., 1987 “Coherent structures and chaos: a model porblem,” Physics Letters A, vol. 120, pp. 211–214.

    Article  MathSciNet  ADS  Google Scholar 

  • Speziale, C.G., Abid, R. and Anderson, E.C., 1990 “A critical evaluation of two-equation models for near wall turbulence,” AIAA 21st Fluid Dynamics, Plasma Dynamics and Lasers Conference, June 18–20, Seattle, WA., Paper # 90–1481.

    Google Scholar 

  • Ukeiley, L., Varghese, M., Glauser, M. and Valentine, D., 1992 “ Multifractal analysis of a lobed mixer flowfield utilizing the proper orthogonal decomposition,”AIAA J., To Appear.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1992 Springer-Verlag New York, Inc.

About this paper

Cite this paper

Gatski, T.B., Glauser, M.N. (1992). Proper Orthogonal Decomposition Based Turbulence Modeling. In: Hussaini, M.Y., Kumar, A., Streett, C.L. (eds) Instability, Transition, and Turbulence. ICASE NASA LaRC Series. Springer, New York, NY. https://doi.org/10.1007/978-1-4612-2956-8_48

Download citation

  • DOI: https://doi.org/10.1007/978-1-4612-2956-8_48

  • Publisher Name: Springer, New York, NY

  • Print ISBN: 978-1-4612-7732-3

  • Online ISBN: 978-1-4612-2956-8

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics