Title :
Extremum-seeking control for periodic steady-state response optimization
Author :
van de Wouw, N. ; Haring, Markus ; Nesic, D.
Author_Institution :
Dept. of Mech. Eng., Eindhoven Univ. of Technol., Eindhoven, Netherlands
Abstract :
Extremum-seeking control is a powerful adaptive technique to optimize steady-state system performance. To this date, extremum-seeking control has mainly been used to optimize plants with constant steady-state outputs, whereas the case in which the steady-state outputs are time varying, has received less attention. We propose an extremum-seeking scheme for the optimization of nonlinear plants with periodic steady-state outputs. Extremum-seeking control in this setting is relevant in e.g. the scope of tracking and disturbance rejection problems. We show that under certain assumptions the proposed extremum-seeking controller design guarantees that for an arbitrarily large set of initial conditions the steady-state performance of the plant converges arbitrarily close to its optimal value.
Keywords :
adaptive control; control system synthesis; nonlinear control systems; optimisation; periodic control; time-varying systems; adaptive technique; disturbance rejection problems; extremum-seeking control; nonlinear plants optimization; periodic steady-state response optimization; steady-state outputs; time varying system; Cost function; Delay; Educational institutions; Stability analysis; Steady-state; Vectors;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426617