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.

Palumbo, P., De Gaetano, A. (2006). A closed-loop optimal control of the plasma glycemia. In Proceedings of the IEEE Conference on Decision and Control (pp.679-684). Institute of Electrical and Electronics Engineers Inc. [10.1109/CDC.2006.377737].

A closed-loop optimal control of the plasma glycemia

Palumbo, P;
2006

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.
paper
Exact feedback linearization; Glucose-insulin system; Optimal control;
English
45th IEEE Conference on Decision and Control 2006, CDC - 13 December 2006 through 15 December 2006
2006
Proceedings of the IEEE Conference on Decision and Control
9781424401710
2006
679
684
4177544
reserved
Palumbo, P., De Gaetano, A. (2006). A closed-loop optimal control of the plasma glycemia. In Proceedings of the IEEE Conference on Decision and Control (pp.679-684). Institute of Electrical and Electronics Engineers Inc. [10.1109/CDC.2006.377737].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/246729
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