Impact of Turbulence Model Irregularity on High-Order Discretizations

A high-order, discontinuous Galerkin nite element discretization for the the Reynoldsaveraged Navier Stokes equations coupled with the Spalart-Allmaras turbulence model is presented and applied to subsonic airfoil test cases. In particular, grid renement studies are conducted to examine the accuracy of the scheme. The results of these renement studies demonstrate that optimal order of accuracy is not obtained. Adjoint based error estimates are used to investigate this loss of accuracy. The results demonstrate that the turbulent/non-turbulent interface at the boundary layer edge region, where the turbulence model solution is not smooth, contribute signicantly to the total error in the computed drag.

[1]  David L. Darmofal,et al.  Analysis of Dual Consistency for Discontinuous Galerkin Discretizations of Source Terms , 2009, SIAM J. Numer. Anal..

[2]  Marco Luciano Savini,et al.  Discontinuous Galerkin solution of the Reynolds-averaged Navier–Stokes and k–ω turbulence model equations , 2005 .

[3]  Edward N. Tinoco,et al.  Summary of the Fourth AIAA CFD Drag Prediction Workshop , 2010 .

[4]  Rolf Rannacher,et al.  An optimal control approach to a posteriori error estimation in finite element methods , 2001, Acta Numerica.

[5]  Edward N. Tinoco,et al.  Summary of Data from the Second AIAA CFD Drag Prediction Workshop (Invited) , 2004 .

[6]  Todd A. Oliver A High-Order, Adaptive, Discontinuous Galerkin Finite Element Method for the Reynolds-Averaged Navier-Stokes Equations , 2008 .

[7]  S. Rebay,et al.  GMRES Discontinuous Galerkin Solution of the Compressible Navier-Stokes Equations , 2000 .

[8]  Rolf Rannacher,et al.  A Feed-Back Approach to Error Control in Finite Element Methods: Basic Analysis and Examples , 1996 .

[9]  S. Rebay,et al.  Numerical evaluation of two discontinuous Galerkin methods for the compressible Navier–Stokes equations , 2002 .

[10]  R. Temam Navier-Stokes Equations , 1977 .

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

[12]  Joseph H. Morrison Statistical Analysis of CFD Solutions from the Fourth AIAA Drag Prediction Workshop , 2010 .

[13]  Edward N. Tinoco,et al.  Data Summary from Second AIAA Computational Fluid Dynamics Drag Prediction Workshop , 2003 .

[14]  P. Roe Approximate Riemann Solvers, Parameter Vectors, and Difference Schemes , 1997 .

[15]  Dimitri J. Mavriplis,et al.  Results from the 3rd Drag Prediction Workshop Using the NSU3D Unstructured Mesh Solver , 2007 .

[16]  Björn Landmann,et al.  A parallel discontinuous Galerkin code for the Navier-Stokes and Reynolds-averaged Navier-Stokes equations , 2008 .

[17]  Thomas H. Pulliam,et al.  Comparison of Several Spatial Discretizations for the Navier-Stokes Equations , 1999 .

[18]  Per-Olof Persson,et al.  RANS Solutions Using High Order Discontinuous Galerkin Methods , 2007 .