Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
Contributo in Atti di convegno
Data di Pubblicazione:
2017
Citazione:
(2017). Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model . Retrieved from http://hdl.handle.net/10446/169364
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.
Tipologia CRIS:
1.4.01 Contributi in atti di convegno - Conference presentations
Keywords:
impulsive systems; Type I diabetes model; zone model predictive control
Elenco autori:
González, Alejandro H; Rivadeneira, Pablo S.; Ferramosca, Antonio; Magdelaine, Nicolas; Moog, Claude H.
Link alla scheda completa:
Link al Full Text:
Titolo del libro:
Proceedings of the 20th World Congress of the International Federation of Automatic Control, IFAC 2017
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