A high-order hybrid turbulence model with implicit large-eddy simulation

Abstract A new hybrid turbulence modelling algorithm combining Implicit Large-Eddy Simulation and Reynolds-Averaged Navier–Stokes has been developed. This variable-resolution algorithm consists of a continuous, non-zonal approach with a hybrid blending function operating at the edge of boundary layers and separated flow regions. This algorithm is informed by an auxiliary transport variable B ˜ , implemented in a compressible, high-order computational solver Flamenco. The model parameters and the hybrid blending mechanisms are developed for a zero-pressure gradient flat plate boundary layer. Secondly, the flow around a NACA4412 aerofoil in a near-stall configuration is used to evaluate its predictive capability in adverse pressure gradients. Finally, a fully turbulent flow around a circular cylinder at a Reynolds number of R e = 1.4 × 10 5 is simulated at three different grid-refinement levels. Mean and unsteady results were compared to experimental measurements for validation. Results are critically evaluated against state-of-the-art Detached-Eddy Simulation variants (DES, DDES), Partially-Averaged Navier–Stokes (PANS) and Large-Eddy Simulation (LES). The influence of spanwise sizing, resolution and the choice of an effective characteristic length-scale for the blending functions are discussed. The model responds favourably with increased resolution and also agreed well with the experimental measurements for the wake profiles. Predicted cylinder separation angles were within the expected range, despite the challenges in accurately capturing the recirculation lengths.

[1]  Philippe R. Spalart,et al.  An Enhanced Version of DES with Rapid Transition from RANS to LES in Separated Flows , 2015 .

[2]  S. Orszag Analytical theories of turbulence , 1970, Journal of Fluid Mechanics.

[3]  A. Gaylard,et al.  Simulation of rear surface contamination for a simple bluff body , 2017 .

[4]  Parviz Moin,et al.  A dynamic slip boundary condition for wall-modeled large-eddy simulation , 2014 .

[5]  Neil Ashton Recalibrating Delayed Detached-Eddy Simulation to eliminate modelled-stress depletion , 2017 .

[6]  Sébastien Deck,et al.  Large eddy simulation for aerodynamics: status and perspectives , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[7]  D. Youngs,et al.  Three-dimensional numerical simulation of turbulent mixing by Rayleigh-Taylor instability , 1991 .

[8]  P. Spalart Comments on the feasibility of LES for wings, and on a hybrid RANS/LES approach , 1997 .

[9]  Ben Thornber,et al.  Steady Turbulent Flow Computations Using a Low Mach Fully Compressible Scheme , 2014 .

[10]  Dean R. Chapman,et al.  Computational Aerodynamics Development and Outlook , 1979 .

[11]  P. Moin,et al.  On the Effect of Numerical Errors in Large Eddy Simulations of Turbulent Flows , 1997 .

[12]  Guglielmo Minelli,et al.  Status of PANS for Bluff Body Aerodynamics of Engineering Relevance , 2014 .

[13]  Ben Thornber,et al.  Development and Application of a novel RANS and Implicit LES Hybrid Turbulence Model for Automotive Aerodynamics , 2016 .

[14]  Martin A. Passmore,et al.  Influence of short rear end tapers on the unsteady base pressure of a simplified ground vehicle , 2016 .

[15]  L. Margolin,et al.  Implicit Large Eddy Simulation: Computing Turbulent Fluid Dynamics , 2011 .

[16]  D. Drikakis,et al.  Large eddy simulation using high-resolution and high-order methods , 2009, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[17]  Philippe R. Spalart,et al.  Trends in turbulence treatments , 2000 .

[18]  Steven J. Ruuth,et al.  A New Class of Optimal High-Order Strong-Stability-Preserving Time Discretization Methods , 2002, SIAM J. Numer. Anal..

[19]  Ben Thornber,et al.  Impact of domain size and statistical errors in simulations of homogeneous decaying turbulence and the Richtmyer-Meshkov instability , 2016 .

[20]  Frank Thiele,et al.  Two Non-zonal Approaches to Accelerate RANS to LES Transition of Free Shear Layers in DES , 2015 .

[21]  David P. Lockard,et al.  Grid Sensitivity of SA-Based Delayed-Detached-Eddy-Simulation Model for Blunt-Body Flows , 2017 .

[22]  P. Durbin,et al.  On the dynamic computation of the model constant in delayed detached eddy simulation , 2015 .

[23]  Kyu Hong Kim,et al.  Accurate, efficient and monotonic numerical methods for multi-dimensional compressible flows Part II: Multi-dimensional limiting process , 2005 .

[24]  P. Spalart A One-Equation Turbulence Model for Aerodynamic Flows , 1992 .

[25]  Ben Thornber,et al.  Large-eddy simulation of multi-component compressible turbulent flows using high resolution methods , 2008 .

[26]  Robert Dominy,et al.  CFD Investigation of the Effect of the Salient Flow Features in the Wake of a Generic Open-Wheel Race Car , 2015 .

[27]  Hamid Johari,et al.  Effects of Leading-Edge Protuberances on Airfoil Performance , 2007 .

[28]  Filippo Maria Denaro,et al.  What does Finite Volume-based implicit filtering really resolve in Large-Eddy Simulations? , 2011, J. Comput. Phys..

[29]  Gecheng Zha,et al.  Delayed Detached Eddy Simulation of Airfoil Stall Flows Using High-Order Schemes , 2014 .

[30]  P. Moin,et al.  Grid-point requirements for large eddy simulation: Chapman’s estimates revisited , 2012 .

[31]  P. Sagaut,et al.  On the Use of Shock-Capturing Schemes for Large-Eddy Simulation , 1999 .

[32]  Ugo Piomelli,et al.  Large-eddy simulation: achievements and challenges , 1999 .

[33]  E. Toro,et al.  Restoration of the contact surface in the HLL-Riemann solver , 1994 .

[34]  Alan J. Wadcock,et al.  Flying-Hot-wire Study of Flow Past an NACA 4412 Airfoil at Maximum Lift , 1979 .

[35]  Savas Yavuzkurt,et al.  A dynamic delayed detached-eddy simulation model for turbulent flows , 2017 .

[36]  Ben Thornber,et al.  A Hybrid RANS-Implicit LES Method for External Aerodynamics , 2014 .

[37]  Wolfgang Schröder,et al.  Embedded LES-to-RANS boundary in zonal simulations , 2010 .

[38]  Michel Visonneau,et al.  Cross wind effects on a simplified car model by a DES approach , 2013 .

[39]  Ben Thornber,et al.  Accuracy of high‐order density‐based compressible methods in low Mach vortical flows , 2014 .

[40]  Frank Thiele,et al.  Guidelines for implementing Detached-Eddy Simulation using different models , 2007 .

[41]  Jochen Fröhlich,et al.  On simulating the turbulent flow around the Ahmed body: A French–German collaborative evaluation of LES and DES , 2013 .

[42]  Ben Thornber,et al.  High-order detached-eddy simulation of external aerodynamics over an SAE notchback model , 2017, The Aeronautical Journal.

[43]  S. Girimaji Partially-Averaged Navier-Stokes Model for Turbulence: A Reynolds-Averaged Navier-Stokes to Direct Numerical Simulation Bridging Method , 2006 .

[44]  Sébastien Deck,et al.  Zonal-detached-eddy simulation of the flow around a high-lift configuration , 2005 .

[45]  A. Roshko Experiments on the flow past a circular cylinder at very high Reynolds number , 1961, Journal of Fluid Mechanics.

[46]  M. Breuer A CHALLENGING TEST CASE FOR LARGE EDDY SIMULATION: HIGH REYNOLDS NUMBER CIRCULAR CYLINDER FLOW , 2000, Proceeding of First Symposium on Turbulence and Shear Flow Phenomena.

[47]  R. J. R. Williams,et al.  An improved reconstruction method for compressible flows with low Mach number features , 2008, J. Comput. Phys..

[48]  S. Deck Recent improvements in the Zonal Detached Eddy Simulation (ZDES) formulation , 2012 .

[49]  Alistair Revell,et al.  Grey-Area Mitigation for the Ahmed Car Body Using Embedded DDES , 2015 .

[50]  Ben Thornber,et al.  Energy transfer in the Richtmyer-Meshkov instability. , 2012, Physical review. E, Statistical, nonlinear, and soft matter physics.

[51]  Rhj Sellin,et al.  Engineering Turbulence - Modelling and experiments 3 , 1996 .

[52]  F. Thiele,et al.  Assessment of novel DES approach with enhanced SGS modelling for prediction of separated flow over a delta wing , 2015 .

[53]  P. Moin,et al.  Numerical studies of flow over a circular cylinder at ReD=3900 , 2000 .

[54]  Panagiotis Tsoutsanis,et al.  Assessment of high-order finite volume methods on unstructured meshes for RANS solutions of aeronautical configurations , 2017 .

[55]  Chao Yan,et al.  Comparative assessment of PANS and DES for simulation of flow past a circular cylinder , 2014 .

[56]  Ben Thornber,et al.  An algorithm for LES of premixed compressible flows using the Conditional Moment Closure model , 2011, J. Comput. Phys..

[57]  Rolf Radespiel,et al.  A Comparison of Detached-Eddy Simulation and Reynolds-Stress Modelling Applied to the Flow over a Backward-Facing Step and an Airfoil at Stall , 2010 .

[58]  Eunhwan Jeong,et al.  Partially Averaged Navier–Stokes (PANS) Method for Turbulence Simulations—Flow Past a Square Cylinder , 2010 .

[59]  E. Achenbach,et al.  Distribution of local pressure and skin friction around a circular cylinder in cross-flow up to Re = 5 × 106 , 1968, Journal of Fluid Mechanics.

[60]  Dimitris Drikakis,et al.  On the implicit large eddy simulations of homogeneous decaying turbulence , 2007, J. Comput. Phys..

[61]  Andrey Garbaruk,et al.  Assessment of Delayed DES and Improved Delayed DES Combined with a Shear-Layer-Adapted Subgrid Length-Scale in Separated Flows , 2017 .

[62]  P. Spalart,et al.  A hybrid RANS-LES approach with delayed-DES and wall-modelled LES capabilities , 2008 .

[63]  Eric Garnier,et al.  Zonal Detached Eddy Simulation of a spatially developing flat plate turbulent boundary layer , 2011 .

[64]  P. Lax,et al.  On Upstream Differencing and Godunov-Type Schemes for Hyperbolic Conservation Laws , 1983 .

[65]  Philippe R. Spalart,et al.  Detached-Eddy Simulations Past a Circular Cylinder , 2000 .

[66]  P. Spalart,et al.  A New Version of Detached-eddy Simulation, Resistant to Ambiguous Grid Densities , 2006 .

[67]  D. Mavriplis,et al.  Robust Computation of Turbulent Flows Using a Discontinuous Galerkin Method , 2012 .

[68]  D. C. Wilcox,et al.  Progress in Turbulence Modeling for Complex Flow F4eMs including Effects of Compressibility , 2022 .

[69]  M. Visbal,et al.  Compact Difference Scheme Applied to Simulation of Low-Sweep Delta Wing Flow. , 2005 .

[70]  R Spalart Philippe,et al.  Young-Person''s Guide to Detached-Eddy Simulation Grids , 2001 .

[71]  B. Cantwell,et al.  An experimental study of entrainment and transport in the turbulent near wake of a circular cylinder , 1983, Journal of Fluid Mechanics.

[72]  Ben Thornber,et al.  Implicit Large-Eddy Simulation of a Deep Cavity Using High-Resolution Methods , 2008 .

[73]  J. P. Boris,et al.  New insights into large eddy simulation , 1992 .

[74]  J. Fröhlich,et al.  Hybrid LES/RANS methods for the simulation of turbulent flows , 2008 .