DocumentCode
695816
Title
A networked unconstrained nonlinear MPC scheme
Author
Grune, Lars ; Pannek, Jurgen ; Worthmann, Karl
Author_Institution
Math. Inst., Univ. of Bayreuth, Bayreuth, Germany
fYear
2009
fDate
23-26 Aug. 2009
Firstpage
371
Lastpage
376
Abstract
In this paper we propose an MPC scheme with a compensation mechanism for packet dropouts in a network connection between controller and actuator. We provide a stability and suboptimality analysis of the scheme based on asymptotic controllability properties and show that for large classes of systems we obtain the same stability conditions as for classical MPC and in particular stability for sufficiently large optimization horizon. As a byproduct, we observe that longer control horizons may improve the performance of the MPC closed loop. We illustrate our results by the standard inverted pendulum on a cart problem.
Keywords
actuators; asymptotic stability; closed loop systems; compensation; controllability; networked control systems; nonlinear control systems; optimisation; predictive control; stability criteria; MPC closed loop; actuator; asymptotic controllability properties; cart problem; compensation mechanism; controller; model predictive control; network connection; networked unconstrained nonlinear MPC scheme; optimization horizon; packet dropouts; stability conditions; standard inverted pendulum; suboptimality analysis; Decision support systems; Europe;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (ECC), 2009 European
Conference_Location
Budapest
Print_ISBN
978-3-9524173-9-3
Type
conf
Filename
7074430
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