Cooperative economic model predictive control for linear systems with convex objectives
File(s)manuscript_revision2.pdf (354.71 KB)
Accepted version
Author(s)
Lee, Jaehwa
Angeli, David
Type
Journal Article
Abstract
In this paper we propose a cooperative distributed economic model predictive control strategy for linear systems which consist of a finite number of coupled subsystems. The suggested feedback strategy is generating control input which converges to a set of Nash equilibria of the corresponding game provided infinite iterations are allowed at each sampling time. Moreover, the control for each subsystem is computed in itself without coordination layer except for a synchronization requirement between subsystems.
We first introduce distributed linear systems with two subsystems and economic model predictive control, then show the convergence and stability properties of a suboptimal model predictive control strategy for the system. The optimization problem for the implementation of MPC is stated with a terminal equality constraint and a terminal cost.
We first introduce distributed linear systems with two subsystems and economic model predictive control, then show the convergence and stability properties of a suboptimal model predictive control strategy for the system. The optimization problem for the implementation of MPC is stated with a terminal equality constraint and a terminal cost.
Date Issued
2014-05-01
Date Acceptance
2014-03-12
Citation
European Journal of Control, 2014, 20 (3), pp.141-151
ISSN
0947-3580
Publisher
Elsevier
Start Page
141
End Page
151
Journal / Book Title
European Journal of Control
Volume
20
Issue
3
Copyright Statement
© 2014 Elsevier Ltd. All rights reserved. This manuscript is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International Licence http://creativecommons.org/licenses/by-nc-nd/4.0/.
Identifier
http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000336775200005&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=1ba7043ffcc86c417c072aa74d649202
Subjects
Science & Technology
Technology
Automation & Control Systems
Predictive control
Distributed control
Closed-loop control
Linear systems
Process control
Economic model predictive control
TERMINAL COST
Publication Status
Published
Date Publish Online
2014-04-05