DocumentCode
3521186
Title
On switched MPC of a class of switched linear systems with modal dwell time
Author
Lixian Zhang ; Braatz, Richard
Author_Institution
Sch. of Astronaut., Harbin Inst. of Technol., Harbin, China
fYear
2013
fDate
10-13 Dec. 2013
Firstpage
91
Lastpage
96
Abstract
This article investigates the model predictive control (MPC) of a class of discrete-time switched linear systems with modal dwell time (MDT). In contrast with existing hybrid MPC theories, where the state-dependent switching can capture the mode variations during the prediction horizon, this article considers switching instants to be unknown a priori. The prediction model is limited to be the currently activated subsystem, which facilitates the MPC design associated individually to each subsystem. Consequently, by the invariance of the reachable sets of the feasible region of each subsystem, the minimal admissible MDT is determined so as to guarantee both the persistent feasibility of MPC design and system stability. The conservatism of ignoring the position of the states at the switching instants is further reduced by allowing for the minimal admissible MDT to be state-dependent. It is shown that the system stability is guaranteed as long as the persistent feasibility is ensured both within the subsystems and at the switching instants. Finally, when the MDT is given, an algorithm is developed for determining the feasible region for the switched systems.
Keywords
control system synthesis; linear systems; predictive control; stability; time-varying systems; discrete-time switched linear systems; hybrid MPC theories; minimal admissible MDT; modal dwell time; mode variations; model predictive control; prediction horizon; state-dependent switching; switched MPC design; system stability; Asymptotic stability; Optimization; Stability analysis; Switched systems; Switches; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control (CDC), 2013 IEEE 52nd Annual Conference on
Conference_Location
Firenze
ISSN
0743-1546
Print_ISBN
978-1-4673-5714-2
Type
conf
DOI
10.1109/CDC.2013.6759864
Filename
6759864
Link To Document