Recent progress on reliability assessment of large-eddy simulation

Reliability assessment of large-eddy simulation (LES) of turbulent flows requires consideration of errors due to shortcomings in the modeling of sub-filter scale dynamics and due to discretization of the governing filtered Navier–Stokes equations. The Integral Length-Scale Approximation (ILSA) model is a pioneering sub-filter parameterization that incorporates both these contributions to the total simulation error, and provides user control over the desired accuracy of a simulation. It combines an imposed target for the ‘sub-filter activity’ and a flow-specific length-scale definition to achieve LES predictions with pre-defined fidelity level. The performance of the ‘global’ and the ‘local’ formulations of ILSA, implemented as eddy-viscosity models, for turbulent channel flow and for separated turbulent flow over a backward-facing step are investigated here. We show excellent agreement with reference direct numerical simulations, with experimental data and with predictions based on other, well-established sub-filter models. The computational overhead is found to be close to that of a basic Smagorinsky sub-filter model.

[1]  Johan Meyers,et al.  Assessment of LES quality measures using the error landscape approach , 2008 .

[2]  B. Geurts,et al.  Database-analysis of errors in Large-Eddy Simulation , 2003 .

[3]  P. Moin,et al.  Eddies, streams, and convergence zones in turbulent flows , 1988 .

[4]  Johan Meyers,et al.  A computational error-assessment of central finite-volume discretizations in large-eddy simulation using a Smagorinsky model , 2007, J. Comput. Phys..

[5]  P. Wesseling,et al.  Local Grid Refinement in Large-Eddy Simulation , 1997 .

[6]  Johan Meyers,et al.  Optimal model parameters for multi-objective large-eddy simulations , 2006 .

[7]  Bernardus J. Geurts,et al.  Commutator errors in the filtering approach to large-eddy simulation , 2005 .

[8]  Darryl D. Holm,et al.  Regularization modeling for large-eddy simulation , 2002, nlin/0206026.

[9]  B. Geurts,et al.  A framework for predicting accuracy limitations in large-eddy simulation , 2002 .

[10]  Lagrangian dynamics of commutator errors in large-eddy simulation , 2005 .

[11]  B. Geurts,et al.  Successive inverse polynomial interpolation to optimize Smagorinsky's model for large-eddy simulation of homogeneous turbulence , 2006 .

[12]  Bernardus J. Geurts,et al.  A multi-scale formulation for compressible turbulent flows suitable for general variational discretization techniques , 2007 .

[13]  Bernardus J. Geurts,et al.  Computational error-analysis of a discontinuous Galerkin discretization applied to large-eddy simulation of homogeneous turbulence , 2010 .

[14]  C. Meneveau,et al.  A Lagrangian dynamic subgrid-scale model of turbulence , 1994, Journal of Fluid Mechanics.

[15]  Franck Nicoud,et al.  Large eddy simulation wall-modeling based on suboptimal control theory and linear stochastic estimation , 2001 .

[16]  J. Ferziger,et al.  Improved subgrid-scale models for large-eddy simulation , 1980 .

[17]  John K. Eaton,et al.  Combined Heat Transfer and Fluid Dynamic Measurements Downstream of a Backward-Facing Step , 1985 .

[18]  Y. Dubief,et al.  On coherent-vortex identification in turbulence , 2000 .

[19]  B. Geurts Elements of direct and large-eddy simulation , 2003 .

[20]  B. Geurts Mixing efficiency in turbulent shear layers , 2001 .

[21]  U. Schumann Subgrid Scale Model for Finite Difference Simulations of Turbulent Flows in Plane Channels and Annuli , 1975 .

[22]  U. Piomelli,et al.  Effect of grid discontinuities on large-eddy simulation statistics and flow fields , 2008 .

[23]  Javier Jiménez,et al.  Scaling of the velocity fluctuations in turbulent channels up to Reτ=2003 , 2006 .

[24]  B. Geurts,et al.  Discretization error dominance over subgrid terms in large eddy simulation of compressible shear layers in 2D , 1994 .

[25]  Bernardus J. Geurts,et al.  Interacting errors in large-eddy simulation: a review of recent developments , 2006 .

[26]  Johan Meyers,et al.  Error-landscape-based multiobjective calibration of the Smagorinsky eddy-viscosity using high-Reynolds-number decaying turbulence data , 2010 .

[27]  B. Geurts,et al.  A grid-independent length scale for large-eddy simulations , 2009, Journal of Fluid Mechanics.

[28]  Darryl D. Holm,et al.  Commutator errors in large-eddy simulation , 2002, Journal of Physics A: Mathematical and General.

[29]  Ugo Piomelli,et al.  Dynamic subfilter-scale stress model for large-eddy simulations , 2014 .

[30]  Bernardus J. Geurts,et al.  Numerically induced high-pass dynamics in large-eddy simulation , 2005 .

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

[32]  J. Smagorinsky,et al.  GENERAL CIRCULATION EXPERIMENTS WITH THE PRIMITIVE EQUATIONS , 1963 .

[33]  Bernardus J. Geurts Balancing Errors in LES , 1999 .