Output-Based Error Estimation and Adaptive Mesh Refinement Using Viscous Adjoint Method

An adjoint-based error estimation and grid adaptation study is conducted for threedimensional viscous flows with unstructured hybrid meshes. The error in an integral output functional of interest is estimated by a dot product of the residual vector and adjoint variable vector. Regions to be adapted are selected based on the local error of each node. The adaptive regions are refined by the newest-vertex bisection refinement algorithm and subsequent hybrid mesh refinement strategies. The present procedure is applied to a threedimensional transonic viscous flow around the ONERA M6 wing. The same level of prediction accuracy for drag is achieved with much less mesh points than uniformly refined fine meshes. It is found that residual smoothing strategy which was very effective for inviscid flow cases does not improve the accuracy of error estimation.

[1]  Kazuhiro Nakahashi,et al.  Discrete Adjoint Method for Unstructured Navier-Stokes Solver , 2005 .

[2]  Kazuhiro Nakahashi,et al.  Error Estimation and Grid Adaptation Using Euler Adjoint Method , 2005 .

[3]  A. Liu,et al.  On the shape of tetrahedra from bisection , 1994 .

[4]  D. Venditti,et al.  Anisotropic grid adaptation for functional outputs: application to two-dimensional viscous flows , 2003 .

[5]  Douglas N. Arnold,et al.  Locally Adapted Tetrahedral Meshes Using Bisection , 2000, SIAM J. Sci. Comput..

[6]  R. Löhner Regridding Surface Triangulations , 1996 .

[7]  Kazuhiro Nakahashi,et al.  Improvements in the reliability and quality of unstructured hybrid mesh generation , 2004 .

[8]  Elizabeth M. Lee-Rausch,et al.  Application of Parallel Adjoint-Based Error Estimation and Anisotropic Grid Adaptation for Three-Dimensional Aerospace Configurations , 2005 .

[9]  Michael B. Giles,et al.  Solution Adaptive Mesh Refinement Using Adjoint Error Analysis , 2001 .

[10]  Endre Süli,et al.  The Adaptive Computation of Far-Field Patterns by A Posteriori Error Estimation of Linear Functionals , 1998 .

[11]  K. Nakahashi,et al.  A boundary recovery algorithm for Delaunay tetrahedral meshing , 1996 .

[12]  M. Rivara Selective refinement/derefinement algorithms for sequences of nested triangulations , 1989 .

[13]  Michael Andrew Park,et al.  Adjoint-Based, Three-Dimensional Error Prediction and Grid Adaptation , 2004 .

[14]  Michael A. Park,et al.  Three-Dimensional Turbulent RANS Adjoint-Based Error Correction , 2003 .

[15]  Kazuhiro Nakahashi,et al.  Unstructured adjoint method for Navier-Stokes equations , 2005 .

[16]  D. Venditti,et al.  Grid adaptation for functional outputs: application to two-dimensional inviscid flows , 2002 .

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

[18]  Dimitri J. Mavriplis,et al.  Adaptive Meshing Techniques for Viscous Flow Calculations on Mixed Element Unstructured Meshes , 1997 .

[19]  M. Rivara,et al.  A 3-D refinement algorithm suitable for adaptive and multi-grid techniques , 1992 .

[20]  Eberhard Bänsch,et al.  Local mesh refinement in 2 and 3 dimensions , 1991, IMPACT Comput. Sci. Eng..

[21]  Kazuhiro Nakahashi,et al.  Simulation of Vortex Breakdown Using Adaptive Grid Refinement with Vortex-Center Identification , 2001 .

[22]  D. Venditti,et al.  Adjoint error estimation and grid adaptation for functional outputs: application to quasi-one-dimensional flow , 2000 .

[23]  Dmitri Sharov,et al.  Three-dimensional adaptive bisection of unstructured grids for transient compressible flow computations , 1995 .

[24]  Kazuhiro Nakahashi,et al.  Direct Surface Triangulation Using Stereolithography Data , 2002 .

[25]  K. Nakahashi,et al.  Reordering of Hybrid Unstructured Grids for Lower-Upper Symmetric Gauss-Seidel Computations , 1998 .

[26]  Mark T. Jones,et al.  Adaptive refinement of unstructured finite-element meshes , 1997 .

[27]  Kazuhiro Nakahashi,et al.  Applications of unstructured hybrid grid method to high‐Reynolds number viscous flows , 1999 .

[28]  Michael B. Giles,et al.  Adjoint Recovery of Superconvergent Functionals from PDE Approximations , 2000, SIAM Rev..

[29]  Rainald Löhner Generation of Unstructured Grids Suitable for Rans Calculations , 1999 .

[30]  J. Peraire,et al.  A posteriori finite element bounds for linear-functional outputs of elliptic partial differential equations , 1997 .