Abstract
We present a new technique to extract coherent vortex tubes out of turbulent flows. The method is based on an orthogonal vector-valued wavelet decomposition of the vorticity field using the fast wavelet transform. A nonlinear thresholding of the wavelet coefficients is applied, where the threshold depends on the Reynolds number and on the total enstrophy of the flow, only. The coherent vortex tubes are reconstructed from the strong wavelet coefficients while the remaining weak coefficients correspond to an incoherent background flow. As example we present an application of this method to a turbulent mixing layer computed by high resolution direct numerical simulation. We find that only few wavelet coefficients are necessary to represent the coherent vortex tubes of the flow. The incoherent background flow reconstructed from the remaining weak coefficients is structureless and exhibits an energy equipartition.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Daubechies, I. 1992 Ten Lectures on wavelets, SIAM, Philadelphia.
Donoho, D. 1993 Unconditionnal bases are optimal bases for data compression and statistical estimation. Appl. Comp. Harmonic Analysis, 1, 100–115.
Farge, M. 1992 Wavelet Transforms and their Applications to Turbulence. Ann. Rev. of Fluid Mech., 24, 395–457.
Farge, M., Schneider, K. & Kevlahan, N. 1999 Non-Gaussianity and Coherent Vortex Simulation for two-dimensional turbulence using an adaptive orthonormal wavelet basis. Phys. Fluids, 11(8), 2187–2201.
Farge, M., Pellegrino, G. & Schneider, K. 2001 Coherent Vortex Extraction in 3D Turbulent Flows using orthogonal wavelets. Phys. Rev. Lett., 87(5), 054501
Farge, M. & Schneider, K. 2001 Coherent Vortex Simulation (CVS), a semi-deterministic turbulence model. Flow, Turbulence and Combustion, in press
Jimenez J. & Wray A. A. 1993, The structure of intense vorticity in isotropic turbulence, J. Fluid Mech., 255, 65–90.
Rogers, M. & Moser, R. 1994 Direct simulation of a self-similar turbulent mixing layer. Phys. Fluids, 6(2), 903–923.
Schneider, K. & Farge, M. 2000 Numerical simulation of temporally growing mixing layer in an adaptive wavelet basis. C. R. Acad. Sci. Paris Série II b, 328, 263–269.
Schneider, K., Farge, M., Pellegrino, G. & Rogers, M. 2000 CVS filtering of 3D turbulent mixing layers using orthogonal wavelets. Proceedings of the 2000 Summer Program, Center for Turbulence Research, Nasa Ames and Stanford University, 319–330.
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2002 Kluwer Academic Publishers
About this paper
Cite this paper
Schneider, K., Farge, M. (2002). Extraction of coherent vortex tubes in a 3D turbulent mixing layer using orthogonal wavelets. In: Bajer, K., Moffatt, H.K. (eds) Tubes, Sheets and Singularities in Fluid Dynamics. Fluid Mechanics and Its Applications, vol 71. Springer, Dordrecht. https://doi.org/10.1007/0-306-48420-X_28
Download citation
DOI: https://doi.org/10.1007/0-306-48420-X_28
Publisher Name: Springer, Dordrecht
Print ISBN: 978-1-4020-0980-8
Online ISBN: 978-0-306-48420-9
eBook Packages: Springer Book Archive