- Access by Xinjiang University
Analysis of the dissipative range of the energy spectrum in grid turbulence and in direct numerical simulations
Phys. Rev. Fluids 5, 044604 – Published 29 April, 2020
DOI: https://doi.org/10.1103/PhysRevFluids.5.044604
Abstract
We present a statistical analysis of the behavior of the kinetic-energy spectrum in the dissipative range of fully developed three-dimensional turbulence, with the aim of testing a recent prediction obtained from the nonperturbative renormalization group. Analyzing spectra recorded in experiments of grid turbulence, generated in the Modane wind tunnel, and spectra obtained from high-resolution direct numerical simulations (DNSs) of the forced Navier-Stokes equation, we observe that the spectra decay as a stretched exponential in the dissipative range. The theory predicts a stretching exponent , and the data analyses of the numerical and experimental spectra are in close agreement with this value. This result also corroborates previous DNS studies which found that the spectrum in the near-dissipative range is best modeled by a stretched exponential with .
Physics Subject Headings (PhySH)
Article Text
References (58)
- A. N. Kolmogorov, The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers, Dokl. Akad. Nauk SSSR 30, 301 (1941)
- A. N. Kolmogorov, The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers, Proc. R. Soc. A 434, 9 (1991).
- A. N. Kolmogorov, Dissipation of energy in locally isotropic turbulence, Dokl. Akad. Nauk SSSR 32, 16 (1941)
- A. N. Kolmogorov, Dissipation of energy in locally isotropic turbulence, Proc. R. Soc. A 434, 15 (1991).
- R. H. Kraichnan, The structure of isotropic turbulence at very high Reynolds numbers, J. Fluid Mech. 5, 497 (1959).
- V. I. Tatarskii, Line of sight propagation fluctuations, in Atmospheric Turbulence and Radio Wave Propagation, edited by A. M. Yaglom and V. I. Tatarskii (Nauka, Moscow, 1967), pp. 314–329.
- M. S. Uberoi and P. Freymuth, Spectra of turbulence in wakes behind circular cylinders, Phys. Fluids 12, 1359 (1969).
- Y. Pao, Structure of turbulent velocity and scalar fields at large wavenumbers, Phys. Fluids 8, 1063 (1965).
- A. A. Townsend, On the fine-scale structure of turbulence, Proc. R. Soc. A 208, 534 (1951).
- E. A. Novikov, Energy spectrum of a turbulent flow of incompressible fluid, Dokl. Akad. Nauk SSSR 139, 331 (1961).
- A. S. Gurvich, B. M. Koprov, L. R. Tsvang, and A. M. Yaglom, Data on the small-scale structure of atmospheric turbulence, in Atmospheric Turbulence and Radio Wave Propagation, edited by A. M. Yaglom and V. I. Tatarskii (Nauka, Moscow, 1967), pp. 30–52.
- A. S. Monin and A. M. Yaglom, Statistical Fluid Mechanics: Mechanics of Turbulence, 2nd ed. (MIT, Cambridge, MA, 1973).
- C. Foias, O. Manley, and L. Sirovich, Empirical and Stokes eigenfunctions and the far-dissipative turbulent spectrum, Phys. Fluids A 2, 464 (1990).
- L. Sirovich, L. Smith, and V. Yakhot, Energy Spectrum of Homogeneous and Isotropic Turbulence in Far Dissipation Range, Phys. Rev. Lett. 72, 344 (1994); 74, 1492 (1995).
- D. Lohse and A. Müller-Groeling, Bottleneck Effects in Turbulence: Scaling Phenomena in versus Space, Phys. Rev. Lett. 74, 1747 (1995).
- U. Frisch and M. Vergassola, A prediction of the multifractal model: The intermediate dissipation range, Europhys. Lett. 14, 439 (1991).
- K. R. Sreenivasan, On the fine-scale intermittency of turbulence, J. Fluid Mech. 151, 81 (1985).
- L. M. Smith and W. C. Reynolds, The dissipation-range spectrum and the velocity-derivative skewness in turbulent flows, Phys. Fluids A 3, 992 (1991).
- Z. She and E. Jackson, On the universal form of energy spectra in fully developed turbulence, Phys. Fluids A 5, 1526 (1993).
- S. G. Saddoughi and S. V. Veeravalli, Local isotropy in turbulent boundary layers at high Reynolds number, J. Fluid Mech. 268, 333 (1994).
- T. Sanada and V. Shanmugasundaram, Random sweeping effect in isotropic numerical turbulence, Phys. Fluids A 4, 1245 (1992).
- S. Chen, G. Doolen, J. R. Herring, R. H. Kraichnan, S. A. Orszag, and Z. S. She, Far-Dissipation Range of Turbulence, Phys. Rev. Lett. 70, 3051 (1993).
- D. O. Martinez, S. Chen, G. D. Doolen, and R. H. Kraichnan, Energy spectrum in the dissipation range of fluid turbulence, J. Plasma Phys. 57, 195 (1997).
- T. Ishihara, Y. Kaneda, M. Yokokawa, K. Itakura, and A. Uno, Energy spectrum in the near dissipation range of high resolution direct numerical simulation of turbulence, J. Phys. Soc. Jpn. 74, 1464 (2005).
- J. Schumacher, Sub-Kolmogorov-scale fluctuations in fluid turbulence, Europhys. Lett. 80, 54001 (2007).
- T. Ishihara, T. Gotoh, and Y. Kaneda, Study of high-Reynolds number isotropic turbulence by direct numerical simulation, Annu. Rev. Fluid Mech. 41, 165 (2009).
- M. K. Verma, A. Kumar, P. Kumar, S. Barman, A. G. Chatterjee, R. Samtaney, and R. A. Stepanov, Energy spectra and fluxes in dissipation range of turbulent and laminar flows, Fluid Dynamics 53, 862 (2018).
- O. P. Manley, The dissipation range spectrum, Phys. Fluids A 4, 1320 (1992).
- S. B. Pope, Turbulent Flows (Cambridge University, Cambridge, England, 2000).
- S. Khurshid, D. A. Donzis, and K. R. Sreenivasan, Energy spectrum in the dissipation range, Phys. Rev. Fluids 3, 082601 (2018).
- M. Tarpin, L. Canet, and N. Wschebor, Breaking of scale invariance in the time dependence of correlation functions in isotropic and homogeneous turbulence, Phys. Fluids 30, 055102 (2018).
- M. Tarpin, L. Canet, C. Pagani, and N. Wschebor, Stationary, isotropic and homogeneous two-dimensional turbulence: A first non-perturbative renormalization group approach, J. Phys. A 52, 085501 (2019).
- L. Canet, V. Rossetto, N. Wschebor, and G. Balarac, Spatiotemporal velocity-velocity correlation function in fully developed turbulence, Phys. Rev. E 95, 023107 (2017).
- P. Debue, D. Kuzzay, E. W. Saw, F. Daviaud, B. Dubrulle, L. Canet, V. Rossetto and N. Wschebor, Experimental test of the crossover between the inertial and the dissipative range in a turbulent swirling flow, Phys. Rev. Fluids 3, 024602 (2018).
- M. Bourgoin, C. Baudet, S. Kharche, N. Mordant, T. Vandenberghe, S. Sumbekova, N. Stelzenmuller, A. Aliseda, M. Gibert, P.-E. Roche, R. Volk, T. Barois, M. Lopez-Caballero, L. Chevillard, J.-F. Pinton, L. Fiabane, J. Delville, C. Fourment, A. Bouha, L. Danaila, E. Bodenschatz, G. Bewley, M. Sinhuber, A. Segalini, R. Örlü, I. Torrano, J. Mantik, D. Guariglia, V. Uruba, V. Skala, J. Puczylowski, and J. Peinke, Investigation of the small-scale statistics of turbulence in the Modane S1MA wind tunnel, CEAS Aeronaut. J. 9, 269 (2018).
- C. DeDominicis and P. C. Martin, Energy spectra of certain random-stirred fluids, Phys. Rev. A 19, 419 (1979).
- J. D. Fournier and U. Frisch, Remarks on the renormalization group in statistical fluid dynamics, Phys. Rev. A 28, 1000 (1983).
- L. Smith and S. Woodruff, Renormalization-group analysis of turbulence, Annu. Rev. Fluid Mech. 30, 275 (1998).
- L. T. Adzhemyan, N. V. Antonov, and A. N. Vasil'ev, The Field Theoretic Renormalization Group in Fully Developed Turbulence (Gordon and Breach, New York, 1999).
- Y. Zhou, Renormalization group theory for fluid and plasma turbulence, Phys. Rep. 488, 1 (2010).
- K. G. Wilson and J. Kogut, The renormalization group and the -expansion, Phys. Rep. C 12, 75 (1974).
- J. Berges, N. Tetradis, and C. Wetterich, Non-perturbative renormalization flow in quantum field theory and statistical physics, Phys. Rep. 363, 223 (2002).
- P. Kopietz, L. Bartosch, and F. Schütz, Introduction to the Functional Renormalization Group, Lecture Notes in Physics (Springer-Verlag, Berlin, 2010).
- B. Delamotte, An introduction to the nonperturbative renormalization group, in Renormalization Group and Effective Field Theory Approaches to Many-Body Systems, edited by J. Polonyi and A. Schwenk, Lecture Notes in Physics (Springer-Verlag, Berlin, 2012).
- P. Tomassini, An exact renormalization group analysis of 3D well developed turbulence, Phys. Lett. B 411, 117 (1997).
- C. Mejía-Monasterio and P. Muratore-Ginanneschi, Nonperturbative renormalization group study of the stochastic Navier-Stokes equation, Phys. Rev. E 86, 016315 (2012).
- L. Canet, B. Delamotte, and N. Wschebor, Fully developed isotropic turbulence nonperturbative renormalization group formalism and fixed point, Phys. Rev. E 93, 063101 (2016).
- Let us emphasize that the precise profile chosen for is not important as it does not influence the universal properties of the flow, as was shown in [45]. It can also be chosen diagonal in component space, without loss of generality because of incompressibility [47]. Moreover, although one may argue that a forcing uncorrelated in time is not realistic physically it was shown that it plays no role for the universal properties. Indeed, introducing finite time correlations in (3) does not alter the universal properties, as long as these correlations are not too long ranged, as was shown in [57] for the Navier-Stokes equation with a power-law forcing and in [58] for the Burgers equation with both short-range and power-law forcing.
- P. C. Martin, E. D. Siggia, and H. A. Rose, Statistical dynamics of classical systems, Phys. Rev. A 8, 423 (1973).
- H.-K. Janssen, On a Lagrangean for classical field dynamics and renormalization group calculations of dynamical critical properties, Z. Phys. B 23, 377 (1976).
- C. de Dominicis, Techniques de renormalisation de la théorie des champs et dynamique des phénomènes critiques, J. Phys. (Paris) Colloq. 37, 247 (1976).
- L. Canet, B. Delamotte, and N. Wschebor, Fully developed isotropic turbulence: Symmetries and exact identities, Phys. Rev. E 91, 053004 (2015).
- H. Tennekes, Eulerian and Lagrangian time microscales in isotropic turbulence, J. Fluid Mech. 67, 561 (1975).
- J.-B. Lagaert, G. Balarac, and G.-H. Cottet, Hybrid spectral-particle method for the turbulent transport of a passive scalar, J. Comp. Phys. 260, 127 (2014).
- G. Falkovich, Bottleneck phenomenon in developed turbulence, Phys. Fluids 6, 1411 (1994).
- D. A. Donzis and K. R. Sreenivasan, The bottleneck effect and the Kolmogorov constant in isotropic turbulence, J. Fluid Mech. 657, 171 (2010).
- N. V. Antonov, N. M. Gulitskiy, M. M. Kostenko, and A. V. Malyshev, Statistical symmetry restoration in fully developed turbulence: Renormalization group analysis of two models, Phys. Rev. E 97, 033101 (2018).
- D. Squizzato and L. Canet, Kardar-Parisi-Zhang equation with temporally correlated noise: A nonperturbative renormalization group approach, Phys. Rev. E 100, 062143 (2019).