In this work the problem of regulating glucemia in type I diabetic patients is studied by means of an impulsive zone model predictive control (impulsive ZMPC) based on a novel long-term glucose-insulin model. Taking advantage of the model - which features real life properties of diabetes patients that some other popular models do not - the proposed control ensures the stability under moderate-to-severe disturbances. A long-term scenario - including meals - are simulated, and the results appear to be satisfactory as long as every hyperglucemia and hypoglucemia episodes are suitably controlled.

(2017). Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model . Retrieved from http://hdl.handle.net/10446/169364

Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model

Ferramosca, Antonio;
2017-01-01

Abstract

In this work the problem of regulating glucemia in type I diabetic patients is studied by means of an impulsive zone model predictive control (impulsive ZMPC) based on a novel long-term glucose-insulin model. Taking advantage of the model - which features real life properties of diabetes patients that some other popular models do not - the proposed control ensures the stability under moderate-to-severe disturbances. A long-term scenario - including meals - are simulated, and the results appear to be satisfactory as long as every hyperglucemia and hypoglucemia episodes are suitably controlled.
2017
Inglese
Proceedings of the 20th World Congress of the International Federation of Automatic Control, IFAC 2017
Dochain, Denis; Henrion, Didier; Peaucelle, Dimitri
50
1
14729
14734
online
United Kingdom
Kidlington
Elsevier
IFAC 2017: 20th IFAC World Congress, Toulouse, France, 9–14 July 2017
20th
Toulouse (France)
9-14 July 2017
internazionale
su invito
Settore ING-INF/04 - Automatica
impulsive systems; Type I diabetes model; zone model predictive control
Type I diabetes model; zone model predictive control; impulsive systems
indice consultabile alla pagina degli atti
info:eu-repo/semantics/conferenceObject
5
González, Alejandro H; Rivadeneira, Pablo S.; Ferramosca, Antonio; Magdelaine, Nicolas; Moog, Claude H.
1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations
open
Non definito
273
(2017). Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model . Retrieved from http://hdl.handle.net/10446/169364
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10446/169364
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