DocumentCode :
2849505
Title :
Model predictive control of switched nonlinear systems under average dwell-time
Author :
Muller, M.A. ; Allgower, F.
Author_Institution :
Inst. for Syst. Theor. & Autom. Control, Univ. of Stuttgart, Stuttgart, Germany
fYear :
2011
fDate :
June 29 2011-July 1 2011
Firstpage :
5169
Lastpage :
5174
Abstract :
In this paper, we propose a model predictive control (MPC) algorithm for switched nonlinear systems under average dwell-time switching signals. Assuming that a stabilizing MPC controller exists for each of the subsystems, we show that recursive feasibility of the repeatedly solved optimal control problem and asymptotic stability of the closed-loop switched system can be established if a certain average dwell time condition is satisfied. If the switching times are unknown a priori and cannot be detected instantly, further application of the MPC controller calculated for the previously active subsystem might result in instability of the newly activated subsystem. It is shown that if the switches can be detected fast enough, then still ultimate boundedness in an arbitrarily small region around the origin can be ensured, i.e., the proposed MPC algorithm is inherently practically robust with respect to small errors in the detection of the switching times.
Keywords :
asymptotic stability; closed loop systems; nonlinear control systems; optimal control; predictive control; time-varying systems; MPC algorithm; asymptotic stability; closed-loop switched system; dwell time condition; dwell-time switching signals; instability; model predictive control algorithm; newly activated subsystem; recursive feasibility; repeatedly solved optimal control problem; stabilizing MPC controller; subsystems; switched nonlinear systems; switching times; ultimate boundedness; Asymptotic stability; Indexes; Predictive models; Switched systems; Switches; Trajectory;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
American Control Conference (ACC), 2011
Conference_Location :
San Francisco, CA
ISSN :
0743-1619
Print_ISBN :
978-1-4577-0080-4
Type :
conf
DOI :
10.1109/ACC.2011.5990955
Filename :
5990955
Link To Document :
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