DocumentCode :
2474069
Title :
A closed-loop optimal control of the plasma glycemia
Author :
Palumbo, Pasquale ; Gaetano, Andrea De
Author_Institution :
Ist. di Analisi dei Sistemi ed Informatica, National Res. Council of Italy, Rome
fYear :
2006
fDate :
13-15 Dec. 2006
Firstpage :
679
Lastpage :
684
Abstract :
The paper investigates the problem of the optimal tracking of a desired plasma glucose evolution by means of a continuous intravenous infusion. The model for the glucose-insulin system here adopted, and recently published, belongs to the class of nonlinear single-distributed delay models. The closed-loop control law is performed according to the feedback linearization theory: a state-feedback is designed in order to exactly linearize the model with respect to a suitably defined change of coordinates. Then, the optimal tracking is achieved by minimizing a performance index. The methodology here proposed allows both to decrease and increase the glycemia. Simulations support theoretical results and show the physical reliability of the approach proposed
Keywords :
closed loop systems; delays; evolution (biological); nonlinear systems; optimal control; state feedback; sugar; closed-loop optimal control; continuous intravenous infusion; exact feedback linearization; feedback linearization theory; glucose-insulin system; nonlinear single-distributed delay models; optimal tracking; plasma glucose evolution; plasma glycemia; state-feedback; Delay; Diabetes; Insulation life; Insulin; Mathematical model; Optimal control; Plasma devices; Plasma measurements; Predictive models; Sugar; Exact feedback linearization; Glucose-insulin system; Optimal control;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control, 2006 45th IEEE Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
1-4244-0171-2
Type :
conf
DOI :
10.1109/CDC.2006.377737
Filename :
4177544
Link To Document :
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