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
González, Alejandro H; Rivadeneira, Pablo S.; Ferramosca, Antonio; Magdelaine, Nicolas; Moog, Claude H.
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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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