DocumentCode
2637998
Title
Robust model predictive control for uncertain state delayed system using polytope dependent Lyapunov function
Author
Ji, Daehyun ; Yoo, Woojong ; Yeh, Sangsu ; Won, Sangchul
Author_Institution
POSTECH, Pohang
fYear
2007
fDate
17-20 Sept. 2007
Firstpage
816
Lastpage
822
Abstract
In this paper, we propose a method of computing a improved model predictive control (MPC) law for uncertain state delayed system with unknown bounded delay term and input constraints. The proposed method improves feasibility characteristics and system tracking performance by deriving a sufficient condition for the cost monotonicity using polytope dependent Lyapunov function corresponding to a different vertex. The control problem is formulated as a minimization of the upper bound of infinite horizon cost function satisfying the sufficient conditions. The polytope dependent Lyapunov function yield less conservative sufficient condition in terms of linear matrix inequalities (LMIs) so that it allows to design a more robust MPC. A numerical example is included to illustrate the effectiveness of the proposed method.
Keywords
Lyapunov methods; control system synthesis; delay systems; infinite horizon; linear matrix inequalities; minimisation; predictive control; robust control; uncertain systems; LMI; MPC law; feasibility characteristics; infinite horizon cost function; input constraints; linear matrix inequalities; polytope dependent Lyapunov function; robust model predictive control; system tracking performance; uncertain state delayed system; unknown bounded delay term; upper bound minimization; Cost function; Delay systems; Infinite horizon; Linear matrix inequalities; Lyapunov method; Predictive control; Predictive models; Robust control; Sufficient conditions; Upper bound; LMI; Model predictive control; Parameter dependent Lyapunov function; Uncertain state delayed system;
fLanguage
English
Publisher
ieee
Conference_Titel
SICE, 2007 Annual Conference
Conference_Location
Takamatsu
Print_ISBN
978-4-907764-27-2
Electronic_ISBN
978-4-907764-27-2
Type
conf
DOI
10.1109/SICE.2007.4421096
Filename
4421096
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