Skip to main navigation Skip to search Skip to main content

On switched MPC of a class of switched linear systems with modal dwell time

  • School of Astronautics, Harbin Institute of Technology
  • Massachusetts Institute of Technology

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

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.

Original languageEnglish
Title of host publication2013 IEEE 52nd Annual Conference on Decision and Control, CDC 2013
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages91-96
Number of pages6
ISBN (Print)9781467357173
DOIs
StatePublished - 2013
Externally publishedYes
Event52nd IEEE Conference on Decision and Control, CDC 2013 - Florence, Italy
Duration: 10 Dec 201313 Dec 2013

Publication series

NameProceedings of the IEEE Conference on Decision and Control
ISSN (Print)0743-1546
ISSN (Electronic)2576-2370

Conference

Conference52nd IEEE Conference on Decision and Control, CDC 2013
Country/TerritoryItaly
CityFlorence
Period10/12/1313/12/13

Fingerprint

Dive into the research topics of 'On switched MPC of a class of switched linear systems with modal dwell time'. Together they form a unique fingerprint.

Cite this