Adjoint-based optimal actuation for separated flow past an airfoil

Abstract

This study computes the optimal normal actuation on the surface of a NACA0012 airfoil at an angle of attack of 15{\deg} and a Reynolds number of Re = 1000, using costs defined for minimal drag and maximal lift. To allow for a general actuation profile, non-zero actuation is permissible on both the suction and pressure surfaces. This approach of optimal actuation along the full airfoil surface augments most other studies that have focused on parametrically varied open-loop control restricted to the suction surface. The gradient-based optimization procedure requires the gradient of the cost functional with respect to the design variables, which is determined using the adjoint of the governing equations. The optimal actuation profile for the two performance aims are compared. Where possible, similarities with commonly considered open-loop actuation in the form of backward traveling waves on the suction surface have been highlighted. In addition, the key spatial locations on the airfoil surface for the two optimal control strategies have been compared to earlier works where actuation has been limited to a sub-domain of the airfoil surface. The flow features emerging from the optimal actuation variations, and their consequent influence on the instantaneous aerodynamic coefficients, have been analyzed. To complement our findings with normal actuation, we also provide in the appendix: results for a more general form of actuation with independent x and y components, and for a different optimization window to assess the effect of this window parameter on the actuation profile and the flow features.