The hybridized Discontinuous Galerkin method for Implicit Large-Eddy Simulation of transitional turbulent flows

Abstract We present a high-order Implicit Large-Eddy Simulation (ILES) approach for transitional aerodynamic flows. The approach encompasses a hybridized Discontinuous Galerkin (DG) method for the discretization of the Navier–Stokes (NS) equations, and a parallel preconditioned Newton-GMRES solver for the resulting nonlinear system of equations. The combination of hybridized DG methods with an efficient solution procedure leads to a high-order accurate NS solver that is competitive to alternative approaches, such as finite volume and finite difference codes, in terms of computational cost. The proposed approach is applied to transitional flows over the NACA 65-(18)10 compressor cascade and the Eppler 387 wing at Reynolds numbers up to 460,000. Grid convergence studies are presented and the required resolution to capture transition at different Reynolds numbers is investigated. Numerical results show rapid convergence and excellent agreement with experimental data. In short, this work aims to demonstrate the potential of high-order ILES for simulating transitional aerodynamic flows. This is illustrated through numerical results and supported by theoretical considerations.

[1]  Christopher A. Kennedy,et al.  Diagonally implicit Runge–Kutta methods for stiff ODEs , 2019 .

[2]  Xevi Roca,et al.  Scalable parallelization of the hybridized discontinuous Galerkin method for compressible flow , 2013 .

[3]  L. Margolin,et al.  Implicit Large Eddy Simulation: A Rationale for Implicit LES , 2007 .

[4]  Leif Persson,et al.  On large eddy simulation of high Reynolds number wall bounded flows , 2004 .

[5]  Spencer J. Sherwin,et al.  Linear dispersion-diffusion analysis and its application to under-resolved turbulence simulations using discontinuous Galerkin spectral/hp methods , 2015, J. Comput. Phys..

[6]  Kenneth Levenberg A METHOD FOR THE SOLUTION OF CERTAIN NON – LINEAR PROBLEMS IN LEAST SQUARES , 1944 .

[7]  M. Lesieur,et al.  New Trends in Large-Eddy Simulations of Turbulence , 1996 .

[8]  George Karypis,et al.  Multilevel k-way Partitioning Scheme for Irregular Graphs , 1998, J. Parallel Distributed Comput..

[9]  Per-Olof Persson,et al.  Implicit Large Eddy Simulation of transition to turbulence at low Reynolds numbers using a Discontinuous Galerkin method , 2011 .

[10]  C. Meneveau,et al.  Scale-Invariance and Turbulence Models for Large-Eddy Simulation , 2000 .

[11]  Koen Hillewaert,et al.  Development and Validation of a Massively Parallel High-Order Solver for DNS and LES of Industrial Flows , 2015 .

[12]  Bernardo Cockburn,et al.  A class of embedded discontinuous Galerkin methods for computational fluid dynamics , 2015, J. Comput. Phys..

[13]  Strategies for turbulence modelling and simulations , 2000 .

[14]  Bernardo Cockburn,et al.  An Embedded Discontinuous Galerkin Method for the Compressible Euler and Navier-Stokes Equations , 2011 .

[15]  Per-Olof Persson,et al.  Implicit Large Eddy Simulation of Transitional Flows Over Airfoils and Wings , 2009 .

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

[17]  William J. Rider,et al.  Implicit Large Eddy Simulation: Numerical Regularization: The Numerical Analysis of Implicit Subgrid Models , 2007 .

[18]  F. Grinstein,et al.  Monotonically integrated large eddy simulation of free shear flows , 1999 .

[19]  O. Sharma,et al.  Prediction of Transition and Losses in Compressor Cascades Using Large-Eddy Simulation , 2016 .

[20]  Zhi J. Wang,et al.  Implicit Large Eddy Simulation of Transitional Flow over a SD7003 Wing Using High-order Spectral Difference Method , 2010 .

[21]  D. Marquardt An Algorithm for Least-Squares Estimation of Nonlinear Parameters , 1963 .

[22]  Pablo Fernandez,et al.  High-order implicit large-eddy simulation for transitional aerodynamics flows , 2016 .

[23]  Jay P. Boris,et al.  On large eddy simulation using subgrid turbulence models Comment 1 , 1990 .

[24]  Xevi Roca,et al.  Implicit large-eddy simulation of compressible flows using the Interior Embedded Discontinuous Galerkin method , 2016, ArXiv.

[25]  Per-Olof Persson,et al.  Newton-GMRES Preconditioning for Discontinuous Galerkin Discretizations of the Navier--Stokes Equations , 2008, SIAM J. Sci. Comput..

[26]  A. J. Smits,et al.  Estimating the value of von Kármán’s constant in turbulent pipe flow , 2014, Journal of Fluid Mechanics.

[27]  Miguel R. Visbal,et al.  High-fidelity simulations of moving and flexible airfoils at low Reynolds numbers , 2009 .

[28]  Spencer J. Sherwin,et al.  Implicit Large-Eddy Simulation of a Wingtip Vortex , 2016 .

[29]  R. J. Mcghee,et al.  Experimental results for the Eppler 387 airfoil at low Reynolds numbers in the Langley low-turbulence pressure tunnel , 1988 .

[30]  Bernardo Cockburn,et al.  A Hybridizable Discontinuous Galerkin Method for the Compressible Euler and Navier-Stokes Equations , 2010, 48th AIAA Aerospace Sciences Meeting Including the New Horizons Forum and Aerospace Exposition.

[31]  Laslo T. Diosady,et al.  A Space-Time Discontinuous-Galerkin Approach for Separated Flows , 2016 .

[32]  Ngoc Cuong Nguyen,et al.  Hybridizable discontinuous Galerkin methods for partial differential equations in continuum mechanics , 2012, J. Comput. Phys..

[33]  H. Fernholz Boundary Layer Theory , 2001 .

[34]  Xiao-Chuan Cai,et al.  A Restricted Additive Schwarz Preconditioner for General Sparse Linear Systems , 1999, SIAM J. Sci. Comput..

[35]  Jinhee Jeong,et al.  On the identification of a vortex , 1995, Journal of Fluid Mechanics.

[36]  L. Margolin,et al.  From Numerical Analysis to Implicit Subgrid Turbulence Modeling (Invited) , 2003 .

[37]  Bernardo Cockburn,et al.  An Analysis of the Embedded Discontinuous Galerkin Method for Second-Order Elliptic Problems , 2009, SIAM J. Numer. Anal..

[38]  Mark Drela,et al.  Flight Vehicle Aerodynamics , 2014 .

[39]  Y. Saad,et al.  GMRES: a generalized minimal residual algorithm for solving nonsymmetric linear systems , 1986 .

[40]  A. Gosman,et al.  A comparative study of subgrid scale models in homogeneous isotropic turbulence , 1997 .

[41]  Koen Hillewaert,et al.  Cross-Validation of Numerical and Experimental Studies of Transitional Airfoil Performance , 2015 .

[42]  Raytcho D. Lazarov,et al.  Unified Hybridization of Discontinuous Galerkin, Mixed, and Continuous Galerkin Methods for Second Order Elliptic Problems , 2009, SIAM J. Numer. Anal..

[43]  A. Beck,et al.  On the accuracy of high-order discretizations for underresolved turbulence simulations , 2013 .

[44]  Fernando F. Grinstein,et al.  Dynamics of coherent structures and transition to turbulence in free square jets , 1996 .

[45]  Lynita K. Newswander,et al.  Metis , 2015 .

[46]  Freddie D. Witherden,et al.  High-order accurate implicit Large Eddy Simulations of flow over a NACA0021 aerofoil in deep stall , 2017 .

[47]  Miguel R. Visbal,et al.  Implicit Large Eddy Simulation of Low Reynolds Number Flow Past the SD7003 Airfoil , 2008 .

[48]  F. Grinstein,et al.  Large Eddy simulation of high-Reynolds-number free and wall-bounded flows , 2002 .

[49]  M. de la Llave Plata,et al.  Aghora: A High-Order DG Solver for Turbulent Flow Simulations , 2015 .