A minimal model of self-sustaining turbulence

In this work, we examine the turbulence maintained in a Restricted Nonlinear (RNL) model of plane Couette flow. This model is a computationally efficient approximation of the second order statistical state dynamics obtained by partitioning the flow into a streamwise averaged mean flow and perturbations about that mean, a closure referred to herein as the RNL∞ model. The RNL model investigated here employs a single member of the infinite ensemble that comprises the covariance of the RNL∞ dynamics. The RNL system has previously been shown to support self-sustaining turbulence with a mean flow and structural features that are consistent with direct numerical simulations (DNS). Regardless of the number of streamwise Fourier components used in the simulation, the RNL system’s self-sustaining turbulent state is supported by a small number of streamwise varying modes. Remarkably, further truncation of the RNL system’s support to as few as one streamwise varying mode can suffice to sustain the turbulent state. Th...

[1]  P. Moin,et al.  The minimal flow unit in near-wall turbulence , 1991, Journal of Fluid Mechanics.

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

[3]  Jeff Moehlis,et al.  A low-dimensional model for turbulent shear flows , 2004 .

[4]  J. Gibson,et al.  Equilibrium and travelling-wave solutions of plane Couette flow , 2008, Journal of Fluid Mechanics.

[5]  T. A. Zang,et al.  Spectral methods for fluid dynamics , 1987 .

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

[7]  Dan S. Henningson,et al.  On the role of linear mechanisms in transition to turbulence , 1994 .

[8]  B. Bamieh,et al.  Modeling flow statistics using the linearized Navier-Stokes equations , 2001, Proceedings of the 40th IEEE Conference on Decision and Control (Cat. No.01CH37228).

[9]  P. Ioannou,et al.  Accurate Low-Dimensional Approximation of the Linear Dynamics of Fluid Flow , 2001 .

[10]  Ron F. Blackwelder,et al.  The growth and breakdown of streamwise vortices in the presence of a wall , 1987, Journal of Fluid Mechanics.

[11]  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.

[12]  Dan S. Henningson,et al.  Reduced-order models for flow control: balanced models and Koopman modes , 2010 .

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

[14]  M. Uhlmann,et al.  The Significance of Simple Invariant Solutions in Turbulent Flows , 2011, 1108.0975.

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

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

[17]  Javier Jiménez,et al.  Characterization of near-wall turbulence in terms of equilibrium and "bursting" solutions , 2005 .

[18]  L. Tuckerman,et al.  Patterns and dynamics in transitional plane Couette flow , 2011 .

[19]  Troy R. Smith,et al.  Low-Dimensional Modelling of Turbulence Using the Proper Orthogonal Decomposition: A Tutorial , 2005 .

[20]  D. Henningson Comment on ‘‘Transition in shear flows. Nonlinear normality versus non‐normal linearity’’ [Phys. Fluids 7, 3060 (1995)] , 1996 .

[21]  S. Sherwin,et al.  Streamwise vortices in shear flows: harbingers of transition and the skeleton of coherent structures , 2010, Journal of Fluid Mechanics.

[22]  Brian F. Farrell,et al.  Turbulence in the highly restricted dynamics of a closure at second order: comparison with DNS , 2014, 1401.7816.

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

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

[25]  L. Gustavsson Energy growth of three-dimensional disturbances in plane Poiseuille flow , 1981, Journal of Fluid Mechanics.

[26]  Carlo Cossu,et al.  Amplification of coherent streaks in the turbulent Couette flow: an input–output analysis at low Reynolds number , 2010, Journal of Fluid Mechanics.

[27]  T. DelSole,et al.  Stochastic Models of Quasigeostrophic Turbulence , 2004 .

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

[29]  Brian F. Farrell,et al.  Generalized Stability Theory. Part II: Nonautonomous Operators , 1996 .

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

[31]  Javier Jiménez,et al.  Near-wall turbulence , 2013 .

[32]  Tryphon T. Georgiou,et al.  Completion of partially known turbulent flow statistics , 2014, 2014 American Control Conference.

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

[34]  Clarence W. Rowley,et al.  Model Reduction for fluids, Using Balanced Proper Orthogonal Decomposition , 2005, Int. J. Bifurc. Chaos.

[35]  U. Frisch Turbulence: The Legacy of A. N. Kolmogorov , 1996 .

[36]  John L. Lumley,et al.  Viscous Sublayer and Adjacent Wall Region in Turbulent Pipe Flow , 1967 .

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

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

[39]  Tryphon T. Georgiou,et al.  Alternating direction optimization algorithms for covariance completion problems , 2015, 2015 American Control Conference (ACC).

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

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

[42]  E. Hopf Statistical Hydromechanics and Functional Calculus , 1952 .

[43]  Brian F. Farrell,et al.  The quasi-linear equilibration of a thermally maintained, stochastically excited jet in a quasigeostrophic model , 1996 .

[44]  M. Nagata,et al.  Three-dimensional finite-amplitude solutions in plane Couette flow: bifurcation from infinity , 1990, Journal of Fluid Mechanics.

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

[46]  T. A. Zang,et al.  Numerical experiments on subcritical transition mechanisms , 1985 .

[47]  Rashad Moarref,et al.  Model-based design of transverse wall oscillations for turbulent drag reduction , 2012, Journal of Fluid Mechanics.

[48]  Brian F. F Arrell,et al.  Perturbation Growth and Structure in Time-Dependent Flows , 1999 .

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

[50]  P. Ioannou,et al.  Perturbation Structure and Spectra in Turbulent Channel Flow , 1998 .

[51]  M. Nagata,et al.  Three-dimensional traveling-wave solutions in plane Couette flow , 1997 .

[52]  Kathryn M. Butler,et al.  Three‐dimensional optimal perturbations in viscous shear flow , 1992 .

[53]  J. Gibson,et al.  Visualizing the geometry of state space in plane Couette flow , 2007, Journal of Fluid Mechanics.

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