DocumentCode
2815504
Title
Hierarchical model predictive control
Author
Scattolini, Riccardo ; Colaneri, Patrizio
Author_Institution
Politecnico di Milano, Milano
fYear
2007
fDate
12-14 Dec. 2007
Firstpage
4803
Lastpage
4808
Abstract
This paper deals with the problem of designing stable hierarchical control schemes with Model Predictive Control (MPC). Specifically, at any layer of the considered structure, a robust MPC regulator is used to compute the control variables. In turn, these variables are produced by the subsystems at lower layers and must fulfill the robustness constraints coming from the higher layers. By means of a negotiation procedure between the different layers and a suitable switching strategy, it is possible to achieve the overall closed-loop stability. Although the results reported here are still preliminary, the devised synthesis procedure is very general and opens the way to the treatment of many control structures of practical relevance.
Keywords
closed loop systems; control system synthesis; predictive control; robust control; time-varying systems; closed-loop stability; hierarchical control schemes; model predictive control; negotiation procedure; switching strategy; Control system synthesis; Control systems; Hierarchical systems; Predictive control; Predictive models; Regulators; Robust control; Robustness; Stability; USA Councils;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2007 46th IEEE Conference on
Conference_Location
New Orleans, LA
ISSN
0191-2216
Print_ISBN
978-1-4244-1497-0
Electronic_ISBN
0191-2216
Type
conf
DOI
10.1109/CDC.2007.4434079
Filename
4434079
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