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Hierarchical model predictive control

Authors: COLANERI, PATRIZIO; SCATTOLINI, RICCARDO;

Hierarchical model predictive control

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.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
43
Top 10%
Top 10%
Top 10%
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