Generalised quasilinear approximations of turbulent channel flow. Part 1. Streamwise nonlinear energy transfer

Abstract A generalised quasilinear (GQL) approximation (Marston et al., Phys. Rev. Lett., vol. 116, 2016, 104502) is applied to turbulent channel flow at $Re_\tau \simeq 1700$ ($Re_\tau$ is the friction Reynolds number), with emphasis on the energy transfer in the streamwise wavenumber space. The flow is decomposed into low- and high-streamwise-wavenumber groups, the former of which is solved by considering the full nonlinear equations whereas the latter is obtained from the linearised equations around the former. The performance of the GQL approximation is subsequently compared with that of a QL model (Thomas et al., Phys. Fluids, vol. 26, 2014, 105112), in which the low-wavenumber group only contains zero streamwise wavenumber. It is found that the QL model exhibits a considerably reduced multi-scale behaviour at the given moderately high Reynolds number. This is improved significantly by the GQL approximation which incorporates only a few more streamwise Fourier modes into the low-wavenumber group, and it reasonably well recovers the distance-from-the-wall scaling in the turbulence statistics and spectra. Finally, it is proposed that the energy transfer from the low- to the high-wavenumber group in the GQL approximation, referred to as the ‘scattering’ mechanism, depends on the neutrally stable leading Lyapunov spectrum of the linearised equations for the high-wavenumber group. In particular, it is shown that if the threshold wavenumber distinguishing the two groups is sufficiently high, the scattering mechanism can be completely absent due to the linear nature of the equations for the high-wavenumber group.

[1]  Y. Hwang,et al.  Generalised quasilinear approximations of turbulent channel flow. Part 2. Spanwise triadic scale interactions , 2021, Journal of Fluid Mechanics.

[2]  Y. Hwang,et al.  Scaling of turbulence intensities up to Reτ=106 with a resolvent-based quasilinear approximation , 2021 .

[3]  Y. Hwang,et al.  Minimal multi-scale dynamics of near-wall turbulence , 2021, Journal of Fluid Mechanics.

[4]  T. Tsukahara,et al.  Scale interactions in turbulent plane Couette flows in minimal domains , 2021, Journal of Fluid Mechanics.

[5]  Y. Hwang,et al.  Spectral energetics of a quasilinear approximation in uniform shear turbulence , 2020, Journal of Fluid Mechanics.

[6]  Y. Hwang,et al.  The mean logarithm emerges with self-similar energy balance , 2020, Journal of Fluid Mechanics.

[7]  A. Lozano-Durán,et al.  Cause-and-effect of linear mechanisms sustaining wall turbulence , 2020, Journal of Fluid Mechanics.

[8]  Y. Hwang,et al.  Attached eddy model revisited using a minimal quasi-linear approximation , 2020, Journal of Fluid Mechanics.

[9]  Y. Hwang,et al.  Shear stress-driven flow: the state space of near-wall turbulence as $Re_{\unicode[STIX]{x1D70F}}\rightarrow \infty$ , 2019, Journal of Fluid Mechanics.

[10]  Y. Hwang,et al.  Quasilinear approximation for exact coherent states in parallel shear flows , 2019, Fluid Dynamics Research.

[11]  Mark Voorneveld,et al.  Preparation , 2018, Games Econ. Behav..

[12]  Y. Hwang,et al.  Scale interactions and spectral energy transfer in turbulent channel flow , 2018, Journal of Fluid Mechanics.

[13]  Robert D. Moser,et al.  Spectral analysis of the budget equation in turbulent channel flows at high Reynolds number , 2018, Journal of Fluid Mechanics.

[14]  Y. Hwang,et al.  Energy production and self-sustained turbulence at the Kolmogorov scale in Couette flow , 2017, Journal of Fluid Mechanics.

[15]  H. Sung,et al.  Streak instability in turbulent channel flow: the seeding mechanism of large-scale motions , 2017, Journal of Fluid Mechanics.

[16]  Y. Hwang,et al.  Streak instability in near-wall turbulence revisited , 2017 .

[17]  V. Mantič-Lugo,et al.  Saturation of the response to stochastic forcing in two-dimensional backward-facing step flow: A self-consistent approximation , 2016 .

[18]  Y. Hwang,et al.  Skin-friction generation by attached eddies in turbulent channel flow , 2016, Journal of Fluid Mechanics.

[19]  P. Ioannou,et al.  A statistical state dynamics approach to wall turbulence , 2016, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[20]  Y. Mizuno Spectra of energy transport in turbulent channel flows for moderate Reynolds numbers , 2016, Journal of Fluid Mechanics.

[21]  S. Tobias,et al.  Three-dimensional rotating Couette flow via the generalised quasilinear approximation , 2016, Journal of Fluid Mechanics.

[22]  Y. Hwang,et al.  Self-sustaining process of minimal attached eddies in turbulent channel flow , 2016, Journal of Fluid Mechanics.

[23]  Tryphon T. Georgiou,et al.  Colour of turbulence , 2016, Journal of Fluid Mechanics.

[24]  S. Tobias,et al.  Generalized Quasilinear Approximation: Application to Zonal Jets. , 2016, Physical review letters.

[25]  S. Dong,et al.  Direct numerical simulation of statistically stationary and homogeneous shear turbulence and its relation to other shear flows , 2016, 1601.01646.

[26]  B. Farrell,et al.  A statistical state dynamics-based study of the structure and mechanism of large-scale motions in plane Poiseuille flow , 2015, Journal of Fluid Mechanics.

[27]  R. Moser,et al.  Scaling of Lyapunov exponents in homogeneous isotropic turbulence , 2015, 1707.05864.

[28]  F. Alizard Linear stability of optimal streaks in the log-layer of turbulent channel flows , 2015 .

[29]  N. Constantinou Formation of large-scale structures by turbulence in rotating planets , 2015, 1503.07644.

[30]  Y. Hwang Statistical structure of self-sustaining attached eddies in turbulent channel flow , 2015, Journal of Fluid Mechanics.

[31]  Dennice F. Gayme,et al.  A minimal model of self-sustaining turbulence , 2015, 1501.02369.

[32]  Charles Meneveau,et al.  Standard logarithmic mean velocity distribution in a band-limited restricted nonlinear model of turbulent flow in a half-channel , 2014, 1412.2299.

[33]  François Gallaire,et al.  Self-consistent mean flow description of the nonlinear saturation of the vortex shedding in the cylinder wake. , 2014, Physical review letters.

[34]  P. Ioannou,et al.  S3T stability of the homogeneous state of barotropic beta-plane turbulence , 2014, 1407.3354.

[35]  Dennice F. Gayme,et al.  Self-sustaining turbulence in a restricted nonlinear model of plane Couette flow , 2013, 1402.5059.

[36]  R. Adrian Structure of Turbulent Boundary Layers , 2013 .

[37]  Y. Hwang Near-wall turbulent fluctuations in the absence of wide outer motions , 2013, Journal of Fluid Mechanics.

[38]  P. Ioannou,et al.  A theory for the emergence of coherent structures in beta-plane turbulence , 2013, Journal of Fluid Mechanics.

[39]  P. Ioannou,et al.  Emergence of large scale structure in barotropic β-plane turbulence. , 2012, Physical review letters.

[40]  S. Tobias,et al.  Direct statistical simulation of out-of-equilibrium jets. , 2012, Physical review letters.

[41]  P. Ioannou,et al.  Dynamics of streamwise rolls and streaks in turbulent wall-bounded shear flow , 2012, Journal of Fluid Mechanics.

[42]  Y. Hwang,et al.  Self-sustained processes in the logarithmic layer of turbulent channel flows , 2011 .

[43]  Carlo Cossu,et al.  Linear non-normal energy amplification of harmonic and stochastic forcing in the turbulent channel flow , 2010, Journal of Fluid Mechanics.

[44]  J. Jiménez,et al.  Hierarchy of minimal flow units in the logarithmic layer , 2010 .

[45]  J. J. Sendín,et al.  Hierarchy of minimal flow units in the logarithmic layer , 2010 .

[46]  Y. Hwang,et al.  Self-sustained process at large scales in turbulent channel flow. , 2010, Physical review letters.

[47]  B. J. McKeon,et al.  A critical-layer framework for turbulent pipe flow , 2010, Journal of Fluid Mechanics.

[48]  C. Cossu,et al.  Optimal transient growth and very large–scale structures in turbulent boundary layers , 2008, Journal of Fluid Mechanics.

[49]  Javier Jiménez,et al.  Reynolds number effects on the Reynolds-stress budgets in turbulent channels , 2008 .

[50]  P. Ioannou,et al.  Structure and Spacing of Jets in Barotropic Turbulence , 2007 .

[51]  T. Schneider,et al.  Statistics of an Unstable Barotropic Jet from a Cumulant Expansion , 2007, 0705.0011.

[52]  Jungil Lee,et al.  A dynamic subgrid-scale eddy viscosity model with a global model coefficient , 2006 .

[53]  Javier Jiménez,et al.  Linear energy amplification in turbulent channels , 2006, Journal of Fluid Mechanics.

[54]  Bassam Bamieh,et al.  Componentwise energy amplification in channel flows , 2005, Journal of Fluid Mechanics.

[55]  A. W. Vreman An eddy-viscosity subgrid-scale model for turbulent shear flow: Algebraic theory and applications , 2004 .

[56]  Brian F. Farrell,et al.  Structural Stability of Turbulent Jets , 2003 .

[57]  Javier Jiménez,et al.  Spectra of the very large anisotropic scales in turbulent channels , 2003 .

[58]  Fazle Hussain,et al.  Coherent structure generation in near-wall turbulence , 2002, Journal of Fluid Mechanics.

[59]  M. Dahleh,et al.  Energy amplification in channel flows with stochastic excitation , 2001 .

[60]  Junwoo Lim,et al.  A linear process in wall-bounded turbulent shear flows , 2000 .

[61]  F. Waleffe On a self-sustaining process in shear flows , 1997 .

[62]  John Kim,et al.  Regeneration mechanisms of near-wall turbulence structures , 1995, Journal of Fluid Mechanics.

[63]  P. Schmid,et al.  Optimal energy density growth in Hagen–Poiseuille flow , 1994, Journal of Fluid Mechanics.

[64]  A. Crisanti,et al.  Predictability of velocity and temperature fields in intermittent turbulence , 1993 .

[65]  P. Ioannou,et al.  Stochastic forcing of the linearized Navier–Stokes equations , 1993 .

[66]  Anne E. Trefethen,et al.  Hydrodynamic Stability Without Eigenvalues , 1993, Science.

[67]  S. C. Reddy,et al.  Energy growth in viscous channel flows , 1993, Journal of Fluid Mechanics.

[68]  P. Ioannou,et al.  Optimal excitation of three‐dimensional perturbations in viscous constant shear flow , 1993 .

[69]  Kathryn M. Butler,et al.  Optimal perturbations and streak spacing in wall‐bounded turbulent shear flow , 1993 .

[70]  P. Moin,et al.  A dynamic subgrid‐scale eddy viscosity model , 1990 .

[71]  John Kim,et al.  On the structure of pressure fluctuations in simulated turbulent channel flow , 1989, Journal of Fluid Mechanics.

[72]  Brian F. Farrell,et al.  Optimal excitation of perturbations in viscous shear flow , 1988 .

[73]  P. Moin,et al.  Application of a Fractional-Step Method to Incompressible Navier-Stokes Equations , 1984 .

[74]  Brian F. Farrell,et al.  Modal and Non-Modal Baroclinic Waves , 1984 .

[75]  D. Ruelle Microscopic fluctuations and turbulence , 1979 .

[76]  A. Townsend The Structure of Turbulent Shear Flow , 1975 .

[77]  Valdis Kibens,et al.  Large-scale motion in the intermittent region of a turbulent boundary layer , 1970, Journal of Fluid Mechanics.

[78]  J. Herring Some analytic results in the theory of thermal convection. , 1966 .

[79]  J. Herring,et al.  Investigation of Problems in Thermal Convection: Rigid Boundaries. , 1964 .

[80]  J. Herring,et al.  Investigation of Problems in Thermal Convection , 1963 .

[81]  W. Malkus,et al.  Outline of a theory of turbulent shear flow , 1956, Journal of Fluid Mechanics.

[82]  W. Malkus,et al.  The heat transport and spectrum of thermal turbulence , 1954, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[83]  Junho Park,et al.  On the stability of large-scale streaks in turbulent Couette and Poiseulle flows , 2010 .