Title :
CFD-based adaptive flow control using ARMARKOV disturbance rejection
Author :
Rizzo, Matthew A. ; Santillo, Mario A. ; Padthe, Ashwani K. ; Hoagg, Jesse B. ; Akhtar, Suhail ; Powell, Kenneth ; Bernstein, Dennis S.
Author_Institution :
Dept. of Aerosp. Eng., Michigan Univ., Ann Arbor, MI
Abstract :
In this paper we demonstrate adaptive flow control for an incompressible viscous fluid through a two-dimensional channel without the use of an analytical model. An adaptive disturbance rejection algorithm is implemented within a CFD simulation to reduce the effects of an unknown velocity disturbance on the performance variable z, which is the transverse velocity component of the flow at a downstream location. The algorithm requires minimal knowledge of the system, specifically, the numerator coefficients of the transfer function from the control input to the performance variable. System identification, based on CFD simulations prior to the disturbance rejection simulations, is used to identify the required parameters
Keywords :
adaptive control; channel flow; computational fluid dynamics; flow control; flow simulation; transfer functions; 2D channel; ARMARKOV disturbance rejection; CFD simulation; adaptive flow control; incompressible viscous fluid; system identification; transfer function; unknown velocity disturbance; Adaptive control; Analytical models; Computational fluid dynamics; Fluid flow control; Geometry; Mathematical model; Navier-Stokes equations; Programmable control; Reduced order systems; System identification;
Conference_Titel :
American Control Conference, 2006
Conference_Location :
Minneapolis, MN
Print_ISBN :
1-4244-0209-3
Electronic_ISBN :
1-4244-0209-3
DOI :
10.1109/ACC.2006.1657307