- Access by Xinjiang University
Production and dissipation of kinetic energy in grid turbulence
Phys. Rev. Fluids 5, 104607 – Published 19 October, 2020
DOI: https://doi.org/10.1103/PhysRevFluids.5.104607
Abstract
In grid turbulence, not so far behind the grid, an average flow can be observed with a close to sinusoidal velocity profile, corresponding to the wakes behind the grid bars. The kinetic energy of this mean flow decays rapidly and a close to isotropic flow is observed further downstream. We show how these wakes behind the grid bars influence the downstream turbulence. In particular, we investigate the decay rate of kinetic energy, the behavior of the normalized dissipation rate, and the sensitivity of the flow on initial conditions. We show that the initial value of the ratio of the length scale of the turbulence to the mesh-size determines the precise decay of the mean-flow and the generation of the turbulent kinetic energy. We further show how a simple turbulence model can estimate the degree of nonequilibrium and inhomogeneity of grid turbulence and how this model can be extended to take into account disequilibrium observed in direct numerical simulations of decaying isotropic turbulence.
Physics Subject Headings (PhySH)
Article Text
References (53)
- L. F. G. Simmons and C. Salter, Experimental investigation and analysis of the velocity variations in turbulent flow, Proc. R. Soc. London Ser. A 145, 212 (1934).
- G. I. Taylor, Statistical theory of turbulence, Proc. R. Soc. London Ser. A 151, 421 (1935).
- R. B. Cal, J. Lebrón, L. Castillo, H. S. Kang, and C. Meneveau, Experimental study of the horizontally averaged flow structure in a model wind-turbine array boundary layer, J. Renew. Sustain. Energy 2, 013106 (2010).
- S. Rockel, J. Peinke, M. Hölling, and R. B. Cal, Wake to wake interaction of floating wind turbine models in free pitch motion: An eddy viscosity and mixing length approach, Renew. Energy 85, 666 (2016).
- K. Yoon and Z. Warhaft, The evolution of grid-generated turbulence under conditions of stable thermal stratification, J. Fluid Mech. 215, 601 (1990).
- L. Danaila, F. Anselmet, T. Zhou, and R. Antonia, A generalization of Yaglom's equation which accounts for the large-scale forcing in heated decaying turbulence, J. Fluid Mech. 391, 359 (1999).
- L. Mydlarski and Z. Warhaft, Passive scalar statistics in high Peclet number grid turbulence, J. Fluid Mech. 358, 135 (1998).
- S. Ayyalasomayajula, A. Gylfason, L. R. Collins, E. Bodenschatz, and Z. Warhaft, Lagrangian Measurements of Inertial Particle Accelerations in Grid Generated Wind Tunnel Turbulence, Phys. Rev. Lett. 97, 144507 (2006).
- M. Obligado, T. Teitelbaum, A. Cartellier, P. Mininni, and M. Bourgoin, Preferential concentration of heavy particles in turbul., J. Turbulence 15, 293 (2014).
- S. R. Stalp, L. Skrbek, and R. J. Donnelly, Decay of Grid Turbulence in a Finite Channel, Phys. Rev. Lett. 82, 4831 (1999).
- G. Comte-Bellot and S. Corrsin, The use of contraction to improve the isotropy of grid-generated turbulence, J. Fluid Mech. 25, 657 (1966).
- M. Mohamed and J. Larue, The decay power law in grid-generated turbulence, J. Fluid Mech. 219, 195 (1990).
- H. E. Cekli and W. van de Water, Tailoring turbulence with an active grid, Exp. Fluids 49, 409 (2010).
- M. Sinhuber, E. Bodenschatz, and G. P. Bewley, Decay of Turbulence at High Reynolds Numbers, Phys. Rev. Lett. 114, 034501 (2015).
- A. Fuchs, S. M. Duarte Queirós, P. G. Lind, A. Girard, F. Bouchet, M. Wächter, and J. Peinke, Small-scale structures of turbulence in terms of entropy and fluctuation theorems, Phys. Rev. Fluids 5, 034602 (2020).
- G. K. Batchelor and A. A. Townsend, Decay of isotropic turbulence in the initial period, Proc. R. Soc. London A 193, 539 (1948).
- L. Mydlarski and Z. Warhaft, On the onset of high-Reynolds-number grid-generated wind tunnel turbulence, J. Fluid Mech. 320, 331 (1996).
- J. C. Vassilicos, Dissipation in turbulent flows, Annu. Rev. Fluid Mech. 47, 95 (2015).
- H. Tennekes and J. Lumley, A First Course in Turbulence (MIT Press, Cambridge, MA, 1972).
- P.-Å. Krogstad and P. Davidson, Freely decaying, homogeneous turbulence generated by multi-scale grids, J. Fluid Mech. 680, 417 (2011).
- K. Nagata, Y. Sakai, T. Inaba, H. Suzuki, O. Terashima, and H. Suzuki, Turbulence structure and turbulence kinetic energy transport in multiscale/fractal-generated turbulence, Phys. Fluids 25, 065102 (2013).
- S. Discetti, I. B. Ziskin, T. Astarita, R. Adrian, and K. P. Prestridge, Piv measurements of anisotropy and inhomogeneity in decaying fractal generated turbulence, Fluid Dyn. Res. 45, 061401 (2013).
- A. Thormann and C. Meneveau, Decay of homogeneous, nearly isotropic turbulence behind active fractal grids, Phys. Fluids 26, 025112 (2014).
- W. J. T. Bos and R. Rubinstein, Dissipation in unsteady turbulence, Phys. Rev. Fluids 2, 022601(R) (2017).
- M. Meldi and P. Sagaut, Investigation of anomalous very fast decay regimes in homogeneous isotropic turbulence, J. Turbulence 19, 390 (2018).
- O. Reynolds, IV. On the dynamical theory of incompressible viscous fluids and the determination of the criterion, Philos. Trans. R. Soc. London A 186, 123 (1895).
- P. Valente and J. C. Vassilicos, The nonequilibrium region of grid-generated decaying turbulence, J. Fluid Mech. 744, 5 (2014).
- H. Makita, Realization of a large-scale turbulence field in a small wind tunnel, Fluid Dyn. Res. 8, 53 (1991).
- L. Mydlarski, A turbulent quarter century of active grids: From Makita (1991) to the present, Fluid Dyn. Res. 49, 061401 (2017).
- W. Jones and B. E. Launder, The prediction of laminarization with a two-equation model of turbulence, Int. J. Heat Mass Transf. 15, 301 (1972).
- S. Pope, in Turbulent Flows (Cambridge University Press, Cambridge, UK, 2000), p. 350.
- R. Rubinstein, Formulation of a Two-scale Model of Turbulence, Tech. Rep. (ICASE, Hampton, VA, 2000).
- W. K. George, The decay of homogeneous isotropic turbulence, Phys. Fluids A 4, 1492 (1992).
- P. Spalart and S. Allmaras, A one-equation turbulence model for aerodynamic flows, in Proceedings of the 30th Aerospace Sciences Meeting and Exhibit (1992), p. 439.
- P. Valente and J. C. Vassilicos, The decay of turbulence generated by a class of multiscale grids, J. Fluid Mech. 687, 300 (2011).
- 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).
- Y. Kaneda, T. Ishihara, M. Yokokawa, K. Itakura, and A. Uno, Energy dissipation rate and energy spectrum in high resolution direct numerical simulations of turbulence in a periodic box, Phys. Fluids 15, L21 (2003).
- W. J. T. Bos, L. Shao, and J.-P. Bertoglio, Spectral imbalance and the normalized dissipation rate of turbulence, Phys. Fluids 19, 045101 (2007).
- A. Yoshizawa, Nonequilibrium effect of the turbulent-energy-production process on the inertial-range energy spectrum, Phys. Rev. E 49, 4065 (1994).
- K. Horiuti and T. Tamaki, Nonequilibrium energy spectrum in the subgrid-scale one-equation model in large-eddy simulation, Phys. Fluids 25, 125104 (2013).
- S. Weitemeyer, N. Reinke, J. Peinke, and M. Hölling, Multi-scale generation of turbulence with fractal grids and an active grid, Fluid Dyn. Res. 45, 061407 (2013).
- S. Tao and Y. Zhou, Turbulent flows around side-by-side cylinders with regular and multiscale arrangements, Phys. Rev. Fluids 4, 124602 (2019).
- P.-Å. Krogstad and P. Davidson, Near-field investigation of turbulence produced by multi-scale grids, Phys. Fluids 24, 035103 (2012).
- S. Goto and J. C. Vassilicos, Unsteady turbulence cascades, Phys. Rev. E 94, 053108 (2016).
- K. Hanjalic, B. Launder, and R. Schiestel, Multiple-timescale concepts in turbulent transport modeling, in Von Karman Institute for Fluid Dynamics Measurements and Predictions of Complex Turbulent Flows, Vol. 1 (1980), p. 35.
- L. Margheri, M. Meldi, M. Salvetti, and P. Sagaut, Epistemic uncertainties in RANS model free coefficients, Comput. Fluids 102, 315 (2014).
- B. E. Launder, G. Reece, and W. Rodi, Progress in the development of a Reynolds-stress turbulence closure, J. Fluid Mech. 68, 537 (1975).
- A. Cadiou, K. Hanjalić, and K. Stawiarski, A two-scale second-moment turbulence closure based on weighted spectrum integration, Theor. Comput. Fluid Dyn. 18, 1 (2004).
- R. H. Kraichnan, The structure of isotropic turbulence at very high Reynolds numbers, J. Fluid Mech. 5, 497 (1959).
- S. A. Orszag, Analytical theories of turbulence, J. Fluid Mech. 41, 363 (1970).
- R. H. Kraichnan, An almost-Markovian Galilean-invariant turbulence model, J. Fluid Mech. 47, 513 (1971).
- W. J. T. Bos and J.-P. Bertoglio, Lagrangian Markovianized field approximation for turbulence, J. Turbul. 14, 99 (2013).
- M. Obligado, T. Dairay, and J. C. Vassilicos, Nonequilibrium scalings of turbulent wakes, Phys. Rev. Fluids 1, 044409 (2016).