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Pattern-recognition analysis of the velocity field in plane turbulent wakes

Published online by Cambridge University Press:  21 April 2006

J. A. Ferré
Affiliation:
Departament d'Enginyeria Quimica i Bioquímica, Divisió VII, Universitat de Barcelona, 43005, Tarragona, Catalunya, Spain
Francesc Giralt
Affiliation:
Departament d'Enginyeria Quimica i Bioquímica, Divisió VII, Universitat de Barcelona, 43005, Tarragona, Catalunya, Spain

Abstract

A pattern-recognition procedure designed to extract footprints of organized structures from turbulent signals is developed and used to analyse the large-eddy organization of several turbulent wake flows. The pattern-recognition technique is intended to be a general-purpose analytical tool that makes no use of specific flow characteristics, and that can be implemented as a computer code independent of the types of signals to be processed. The technique is applied to analyse the wake generated by a single cylinder at downstream positions ranging from x/D = 10 to x/D = 220. Also the structural features of the wakes behind a rotating cylinder, two cylinders of unequal diameters and two cylinders of equal diameter, one rotating, are examined at x/D = 140. In the near wake the large-scale motions detected are Kármán vortices, whose periodic activity persists up to 60 diameters. Further downstream the most significant coherent structures detected are single and double rollers with shear-aligned vorticity, whose dimensions and velocity intensities are properly scaled by the half-width of the wake and the local r.m.s. values, respectively. The similarities observed in the organized motions identified in the different wakes at x/D = 140, suggest that the roller organization may be an intrinsic characteristic of fully developed turbulent plane wake flows, irrespective of initial conditions.

Type
Research Article
Copyright
1989 Cambridge University Press

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References

Altmann, J. & Reitbrok, H. J. P.1984 IEEE Trans. Pattern Analysis Machine Intelligence 6, 4657.
Andreopoulos, J.: 1985 J. Fluid Mech. 157, 163197.
Antonia, R. A.: 1981 Ann. Rev. Fluid Mech. 13, 131156.
Apelt, C. J. & West, G. S., 1975 J. Fluid Mech. 71, 145160.
Barsoum, M. L., Kawall, J. G. & Keffer, J. F., 1978 Phys. Fluids 21, 157161.
Blackwelder, R. F.: 1977 Phys. Fluids 20, S232S242.
Blackwelder, R. F. & Kaplan, R. E., 1976 J. Fluid Mech. 76, 89112.
Bow, S.-T.: 1984 Pattern Recognition. Marcel Dekker.
Brown, G. L. & Roshko, A., 1974 J. Fluid Mech. 64, 775816.
Budny, R. S., Kawall, J. G. & Keffer, J. F., 1979 Proc. Second Intl Symp. on Turb. Shear Flows, London.
Cantwell, B.: 1981 Ann. Rev. Fluid Mech. 13, 457515.
Cantwell, B. & Coles, D., 1983 J. Fluid Mech. 136, 321374.
Chen, C-H. P. & Blackwelder, R. F.1978 J. Fluid Mech. 89, 131.
Cimbala, J. M.: 1985 Proc. Fifth Intl Symp. on Turb. Shear Flows, Cornell University.
Corino, E. R. & Brodkey, R. S., 1969 J. Fluid Mech. 37, 130.
Davies, M. E.: 1976 J. Fluid Mech. 75, 209231.
Fabris, G.: 1979 J. Fluid Mech. 94, 673709.
Ferré, J. A.: 1986 Application of an artificial intelligence algorithm to the recognition of coherent structures in turbulent flows (in Catalan). Doctoral thesis, Universitat de Barcelona.
Ferré, J. A. & Giralt, F.1989 J. Fluid Mech. 198, 6578.
Gavaldà, J.: 1982 The wake generated by static and rotating cylinders of equal diameters (in Catalan). Doctoral Thesis, Universitat de Barcelona.
Grant, H. L.: 1958 J. Fluid Mech. 4, 149190.
Hayakawa, M. & Hussain, A. K. M. F.1985 Proc. Fifth Intl Symp. on Turb. Shear Flows, Cornell University.
Hussain, A. K. M. F.: 1983 Phys. Fluids 26, 28162850.
Hussain, A. K. M. F.: 1986 J. Fluid Mech. 173, 303356.
Keffer, J. F.: 1965 J. Fluid Mech. 22, 135159.
Keffer, J. F.: 1967 J. Fluid Mech. 28, 183193.
Keffer, J. F., Kawall, J. G., Giralt, F. & Beguier, C., 1982 In Turbulence in Heat and Mass Transfer. Hemisphere.
Keffer, J. F. & Kawall, J. G., 1980 AIAA Fluid and Plasma Dyn. Conference, Snowmass, Colorado.
Kim, H. T., Kline, S. J. & Reynolds, W. C., 1971 J. Fluid Mech. 50, 133160.
Kiya, M. & Matsumura, M., 1985 Bull. JSME, 28, 26172624.
Line, S. J., Reynolds, W. C., Schraub, F. A. & Runstadler, P. W., 1967 J. Fluid Mech. 30, 741773.
Kurosaka, M. & Sundaram, P., 1986 Phys. Fluids 29, 34743477.
Lahart, M. J.: 1984 Opt. Engng 23, 710715.
Laufer, J.: 1975 Ann. Rev. Fluid Mech. 7, 307326.
Lu, S. S. & Willmarth, W. W., 1973 J. Fluid Mech. 60, 481511.
Lumley, J. L.: 1965 Proc. Intl Colloq. on Atmospheric Turb. and Radio Wave Propagation, Moscow.
Mumford, J. C.: 1982 J. Fluid Mech. 118, 241268.
Mumford, J. C.: 1983 J. Fluid Mech. 137, 447456.
Papailiou, D. D. & Lykoudis, P. S., 1974 J. Fluid Mech. 62, 1131.
Payne, F. R. & Lumley, J. L., 1967 Phys. Fluids 10, S194S196.
Perry, A. E. & Watmuff, J. H., 1981 J. Fluid Mech. 103, 3351.
Prandtl, L. & Tietjens, O. G., 1934 Applied Hydro- and Aeromechanics. Dover.
Reynolds, W. C. & Hussain, A. K. M. F.1972 J. Fluid Mech. 54, 263288.
Roshko, A.: 1976 AIAAJ. 14, 13491357.
Saffmann, P. G.: 1981 In The Role of Coherent Structures in Turbulence Modelling and Mixing (ed. J. Jimenez). Lecture Notes in Physics, vol. 136. Springer.
Savill, A. M.: 1979 Effects on turbulence of curved or distorting mean flow. PhD dissertation, University of Cambridge.
Subramanian, C. S., Rajagopalan, S., Antonia, R. A. & Chambers, A. J., 1982 J. Fluid Mech. 123, 335362.
Taneda, S.: 1959 J. Phys. Soc. Japan 14, 843848.
Tennekes, H. & Lumley, J. L., 1972 A First Course in Turbulence. MIT Press.
Townsend, A. A.: 1956 The Structure of Turbulent Shear Flow, 1st edn. Cambridge University Press.
Townsend, A. A.: 1976 The Structure of Turbulent Shear Flow, 2nd edn. Cambridge University Press.
Townsend, A. A.: 1979 J. Fluid Mech. 95, 515537.
Van Atta, C. W.1974 Ann. Rev. Fluid Mech. 6, 7591.
Wallace, J. M., Brodkey, R. S. & Eckelmann, H., 1977 J. Fluid Mech. 83, 673693.
Wallace, J. M., Eckelmann, H. & Brodkey, R. S., 1972 J. Fluid Mech. 54, 3948.
Whalen, A. D.: 1971 Detection of Signals in Noise. Academic Press.
Wlezien, R. W. & Way, J. L., 1979 AIAA J. 17, 563570.
Yule, A. J.: 1980 In Turbulent Shear Flows 2 (ed. L. J. S. Bradbury, F. Durst, B. E. Launder, F. W. Schmidt & J. H. Whitelaw). Springer.
Zilbermann, M., Wygnansky, I. & Kaplan, R. E., 1977 Phys. Fluids 20, S258S271.