Title :
Observers and feedback control for a rotating vortex pair
Author_Institution :
Electr. & Comput. Eng. Dept., Northeastern Univ., Boston, MA, USA
Abstract :
An observer is developed to estimate and to feedback-regulate the location of the vorticity centroid and the mutual distance of an interacting, same sign vortex pair. The combination of the crude approximation provided by very low-order vortex models, and high nonlinearity, even at that level, seem to make sensitive gain scheduling and high-order vector field derivatives in geometrical observer design methods, ill suited for the system at hand. This paper explores possibilities for dynamic extraction of needed information directly from leading frequencies and phasors of a sensor signal, using an extended Kalman filter. Intended advantages include simplicity, robustness, and the filtering of unmodeled dynamics.
Keywords :
Kalman filters; feedback; flow control; nonlinear filters; observers; vortices; dynamic extraction; extended Kalman filter; feedback control; geometrical observer design method; high-order vector field derivatives; observers; rotating vortex pair; sensitive gain scheduling; sensor signals; Capacitive sensors; Data mining; Feedback control; Fluid dynamics; Fluid flow; Frequency; Merging; Nonlinear dynamical systems; Power system modeling; Solid modeling;
Journal_Title :
Control Systems Technology, IEEE Transactions on
DOI :
10.1109/TCST.2003.821950