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

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 glucoseinsulin model. Taking advantage of the model - which features real life properties of diabetes patients...

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Autores principales: González, Alejandro, Rivadeneira, Pablo, Ferramosca, Antonio, Magdelaine, Nicolas, Moog, Claude
Formato: Parte de libro draft
Lenguaje:Inglés
Publicado: Ahmad Taher Azar 2021
Materias:
Type I diabetes model, zone model predictive control, impulsive systems
Acceso en línea:http://hdl.handle.net/20.500.12272/4871
https://doi.org/10.1016/C2018-0-01351-1
Aporte de:
RIA - Repositorio Institucional Abierto (UTN) de Universidad Tecnológica Nacional
id I68-R174-20.500.12272-4871
record_format dspace
institution Universidad Tecnológica Nacional
institution_str I-68
repository_str R-174
collection RIA - Repositorio Institucional Abierto (UTN)
language Inglés
topic Type I diabetes model, zone model predictive control, impulsive systems
spellingShingle Type I diabetes model, zone model predictive control, impulsive systems
González, Alejandro
Rivadeneira, Pablo
Ferramosca, Antonio
Magdelaine, Nicolas
Moog, Claude
Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
topic_facet Type I diabetes model, zone model predictive control, impulsive systems
description 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 glucoseinsulin 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-tosevere 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.
format Parte de libro
draft
author González, Alejandro
Rivadeneira, Pablo
Ferramosca, Antonio
Magdelaine, Nicolas
Moog, Claude
author_facet González, Alejandro
Rivadeneira, Pablo
Ferramosca, Antonio
Magdelaine, Nicolas
Moog, Claude
author_sort González, Alejandro
title Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
title_short Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
title_full Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
title_fullStr Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
title_full_unstemmed Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
title_sort impulsive zone mpc for type i diabetic patients based on a long-term model
publisher Ahmad Taher Azar
publishDate 2021
url http://hdl.handle.net/20.500.12272/4871
https://doi.org/10.1016/C2018-0-01351-1
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AT rivadeneirapablo impulsivezonempcfortypeidiabeticpatientsbasedonalongtermmodel
AT ferramoscaantonio impulsivezonempcfortypeidiabeticpatientsbasedonalongtermmodel
AT magdelainenicolas impulsivezonempcfortypeidiabeticpatientsbasedonalongtermmodel
AT moogclaude impulsivezonempcfortypeidiabeticpatientsbasedonalongtermmodel
bdutipo_str Repositorios
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