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
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