Artículo
Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
González, Alejandro Hernán
; Rivadeneira Paz, Pablo Santiago
; Ferramosca, Antonio
; Magdelaine, Nicolas; H. Moog, Claude
Fecha de publicación:
07/2017
Editorial:
Elsevier Science
Revista:
IFAC-PapersOnLine
ISSN:
2405-8963
Idioma:
Inglés
Tipo de recurso:
Artículo publicado
Clasificación temática:
Resumen
In this work the problem of regulating glycemia 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 hyperglycemia and hypoglycemia episodes are suitably controlled.
Palabras clave:
Impulsive Systems
,
Type I Diabetes Model
,
Zone Model Predictive Control
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Articulos(CCT - SANTA FE)
Articulos de CTRO.CIENTIFICO TECNOL.CONICET - SANTA FE
Articulos de CTRO.CIENTIFICO TECNOL.CONICET - SANTA FE
Citación
González, Alejandro Hernán; Rivadeneira Paz, Pablo Santiago; Ferramosca, Antonio; Magdelaine, Nicolas; H. Moog, Claude; Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model; Elsevier Science; IFAC-PapersOnLine; 50; 1; 7-2017; 14729-14734
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