Event-triggered decentralized robust model predictive control for constrained large-scale interconnected systems. Issue 1 (31st December 2016)

• Record Type: Journal Article
• Authors: Lu, Ling; Zou, Yuanyuan; Niu, Yugang
• Editors: Lam, James
• Is Part Of: Cogent engineering. Volume 3:Issue 1(2016)
• Publication Date: 2016-12-31
• Subjects: constraint tightening method -- decentralized control -- event-triggered control -- input-to-state stability -- robust model predictive control; Engineering -- Periodicals; Technology -- Periodicals; Engineering; Technology; Periodicals; 620
• DOI: 10.1080/23311916.2015.1127309
• Languages: English
• ISSNs: 2331-1916

Abstract

Abstract: This paper considers the problem of event-triggered decentralized model predictive control (MPC) for constrained large-scale linear systems subject to additive bounded disturbances. The constraint tightening method is utilized to formulate the MPC optimization problem. The local predictive control law for each subsystem is determined aperiodically by relevant triggering rule which allows a considerable reduction of the computational load. And then, the robust feasibility and closed-loop stability are proved and it is shown that every subsystem state will be driven into a robust invariant set. Finally, the effectiveness of the proposed approach is illustrated via numerical simulations.