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Model Predictive Control for Linear Impulsive Systems

delete2015-08-01
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P
Pantelis Sopasakis *
P
Panagiotis Patrinos
H
Haralambos Sarimveis
A
Alberto Bemporad
DOI:10.1109/TAC.2014.2380672delete
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Abstract

Abstract

En 中文
Linear impulsive control systems have been extensively studied with respect to their equilibrium points which, in most cases, are no other than the origin. However, the trajectory of an impulsive system cannot be stabilized to arbitrary desired points hindering their utilization in a great many applications. In this technical note, we study the equilibrium of linear impulsive systems with respect to target-sets. We properly extend the notion of invariance and design stabilizing model predictive controllers (MPC). Finally, we apply the proposed methodology to control the intravenous bolus administration of Lithium.
Keywords:
Bolous drug administration
impulsive systems
invariance
model predictive control
stability
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Journal

IEEE Transactions on Automatic Control cover
IEEE Transactions on Automatic Control
IF:
7
Papers:
1.3W
Citations:
6.7W

Organization

I
IMT School for Advanced Studies Lucca
Scholars:
676
Papers: 701
Citations: 693
N
National Technical University of Athens
Scholars:
9.6K
Papers: 9.5K
Citations: 8.2K