Stable impulsive zone model predictive control for type 1 diabetic patients based on a long‐term model

dc.creatorGonzález, Alejandro
dc.creatorRivadeneira, Pablo
dc.creatorFerramosca, Antonio
dc.creatorMagdelaine, Nicolas
dc.creatorMoog, Claude
dc.date2021-03-30T21:56:19Z
dc.date2021-03-30T21:56:19Z
dc.date2020-07-13
dc.date.accessioned2023-08-31T14:14:51Z
dc.date.available2023-08-31T14:14:51Z
dc.identifierhttp://hdl.handle.net/20.500.12272/4921
dc.identifierhttps://doi.org/10.1002/oca.2647
dc.identifier.urihttps://repositorioslatinoamericanos.uchile.cl/handle/2250/8547032
dc.descriptionIn this work, the problem of regulating blood glucose (glycemia) in type I diabetic patients is studied by means of an impulsive zone model predictive control (iZMPC), which bases its predictions on a novel long‐term glucose‐insulin model. Taking advantage of the impulsive version of the model—which features real‐life properties of diabetes patients that some other popular models do not—the given control guarantees the stability under moderate‐to‐severe plant‐model mismatch and disturbances. Long‐term scenarios—including meals and physiological parameter variations—are simulated and the results are satisfactory as every hyperglycemic and hypoglycemic episodes are suitably controlled.
dc.descriptionFil: Institute of Technological Development for the Chemical Industry (INTEC), CONICET‐Universidad Nacional del Litoral (UNL), Güemes 3450, (3000) Santa Fe, Argentina.
dc.descriptionFil: Universidad Nacional de Colombia, Facultad de Minas, Grupo GITA, Medellín, Colombia
dc.descriptionFil: Facultad Regional de Reconquista, CONICET ‐ Universidad Tecnológica Nacional (UTN), Santa Fe, Argentina
dc.descriptionFil: LS2N, UMR CNRS 6004, Nantes, France
dc.descriptionFil: LS2N, UMR CNRS 6004, Nantes, France
dc.descriptionPeer Reviewed
dc.formattext/plain
dc.languageeng
dc.rightsinfo:eu-repo/semantics/embargoedAccess
dc.rightsN/A
dc.subjectimpulsive control system; type I diabetes modelzone model predictive control
dc.titleStable impulsive zone model predictive control for type 1 diabetic patients based on a long‐term model
dc.typeinfo:eu-repo/semantics/article
dc.typepublisherVersion


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