Adjoint equations in CFD: duality, boundary conditions and solution behaviour

The first half of this paper derives the adjoint equations for inviscid and viscous compressible flow, with the emphasis being on the correct formulation of the adjoint boundary conditions and restrictions on the permissible choice of operators in the linearised functional. It is also shown that the boundary conditions for the adjoint problem can be simplified through the use of a linearised perturbation to generalised coordinates. The second half of the paper constructs the Green's functions for the quasi-lD and 2D Euler equations. These are used to show that the adjoint variables have a logarithmic singularity at the sonic line in the quasi-lD case, and a weak inverse square-root singularity at the upstream stagnation streamline in the 2D case, but are continuous at shocks in both cases.

[1]  Joseph M. Verdon,et al.  Development of a linear unsteady aerodynamic analysis for finite-deflection subsonic cascades , 1982 .

[2]  Ivo Babuška,et al.  The post-processing approach in the finite element method—part 1: Calculation of displacements, stresses and other higher derivatives of the displacements , 1984 .

[3]  Ivo Babuška,et al.  The post‐processing approach in the finite element method—Part 2: The calculation of stress intensity factors , 1984 .

[4]  Antony Jameson,et al.  Aerodynamic design via control theory , 1988, J. Sci. Comput..

[5]  D. S. Whitehead A finite element solution of unsteady two-dimensional flow in cascades , 1990 .

[6]  O. Baysal,et al.  Aerodynamic Sensitivity Analysis Methods for the Compressible Euler Equations , 1991 .

[7]  K. Hall A deforming grid variational principle and finite element method forcomputing unsteady small disturbance flows in cascades , 1992 .

[8]  M. D. Salas,et al.  Aerodynamic design and optimization in one shot , 1992 .

[9]  Kenneth C. Hall,et al.  Linearized Euler predictions of unsteady aerodynamic loads in cascades , 1993 .

[10]  Rolf Rannacher,et al.  On Error Control in CFD , 1994 .

[11]  Antony Jameson,et al.  Control theory based airfoil design using the Euler equations , 1994 .

[12]  A. Jameson Optimum aerodynamic design using CFD and control theory , 1995 .

[13]  Jaime Peraire,et al.  Practical 3D aerodynamic design and optimization using unstructured meshes , 1996 .

[14]  Jaime Peraire,et al.  Aerodynamic design using unstructured meshes , 1996 .

[15]  W. K. Anderson,et al.  Aerodynamic design optimization on unstructured grids with a continuous adjoint formulation , 1997 .

[16]  A. Jameson,et al.  Optimum Aerodynamic Design Using the Navier–Stokes Equations , 1997 .