Automatic regulatory control in type 1 diabetes without carbohydrate counting

"A new approach to automatically regulate the glucose level in type 1 diabetes is presented in this work. This is the so-called Automatic Regulation of Glucose (ARG) algorithm, which is based on a switched Linear Quadratic Gaussian (LQG) inner controller, combined with an outer sliding mode saf...

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Detalles Bibliográficos
Autores principales: Colmegna, Patricio, Garelli, Fabricio, De Battista, Hernán, Sánchez-Peña, Ricardo
Formato: Artículos de Publicaciones Periódicas publishedVersion
Lenguaje:Inglés
Publicado: 2019
Materias:
DIABETES
CONTROL AUTOMATICO
ORGANOS ARTIFICIALES
CONTROL EN MODO DESLIZANTE
GLUCOSA
PANCREAS
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1540
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1540
record_format dspace
spelling I32-R138-123456789-15402022-12-07T13:05:54Z Automatic regulatory control in type 1 diabetes without carbohydrate counting Colmegna, Patricio Garelli, Fabricio De Battista, Hernán Sánchez-Peña, Ricardo DIABETES CONTROL AUTOMATICO ORGANOS ARTIFICIALES CONTROL EN MODO DESLIZANTE GLUCOSA PANCREAS "A new approach to automatically regulate the glucose level in type 1 diabetes is presented in this work. This is the so-called Automatic Regulation of Glucose (ARG) algorithm, which is based on a switched Linear Quadratic Gaussian (LQG) inner controller, combined with an outer sliding mode safety loop with Insulin on Board (IOB) constraints. In silico and in vivo results without feedforward insulin boluses delivered at meal times indicate that safe blood glucose control can be achieved by the proposed controller. This controller is simple to migrate to well-known hardware platforms, and intuitive to tune using a priori clinical information." 2019-04-17T15:45:36Z 2019-04-17T15:45:36Z 2018-05 Artículos de Publicaciones Periódicas info:eu-repo/semantics/publishedVersion 0967-0661 http://ri.itba.edu.ar/handle/123456789/1540 en info:eu-repo/grantAgreement/CONICET/PIP/112-201501-00837/AR. Ciudad Autónoma de Buenos Aires info:eu-repo/grantAgreement/MINCyT/PICT/2014-2394/AR. Ciudad Autónoma de Buenos Aires info:eu-repo/grantAgreement/UNLP/11/I216/AR. La Plata info:eu-repo/grantAgreement/EU/ERANET ELAC/2015/T09-103/ES. Madrid info:eu-repo/semantics/altIdentifier/doi.org/10.1016/j.conengprac.2018.02.003 application/pdf
institution Instituto Tecnológico de Buenos Aires (ITBA)
institution_str I-32
repository_str R-138
collection Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA)
language Inglés
topic DIABETES
CONTROL AUTOMATICO
ORGANOS ARTIFICIALES
CONTROL EN MODO DESLIZANTE
GLUCOSA
PANCREAS
spellingShingle DIABETES
CONTROL AUTOMATICO
ORGANOS ARTIFICIALES
CONTROL EN MODO DESLIZANTE
GLUCOSA
PANCREAS
Colmegna, Patricio
Garelli, Fabricio
De Battista, Hernán
Sánchez-Peña, Ricardo
Automatic regulatory control in type 1 diabetes without carbohydrate counting
topic_facet DIABETES
CONTROL AUTOMATICO
ORGANOS ARTIFICIALES
CONTROL EN MODO DESLIZANTE
GLUCOSA
PANCREAS
description "A new approach to automatically regulate the glucose level in type 1 diabetes is presented in this work. This is the so-called Automatic Regulation of Glucose (ARG) algorithm, which is based on a switched Linear Quadratic Gaussian (LQG) inner controller, combined with an outer sliding mode safety loop with Insulin on Board (IOB) constraints. In silico and in vivo results without feedforward insulin boluses delivered at meal times indicate that safe blood glucose control can be achieved by the proposed controller. This controller is simple to migrate to well-known hardware platforms, and intuitive to tune using a priori clinical information."
format Artículos de Publicaciones Periódicas
publishedVersion
author Colmegna, Patricio
Garelli, Fabricio
De Battista, Hernán
Sánchez-Peña, Ricardo
author_facet Colmegna, Patricio
Garelli, Fabricio
De Battista, Hernán
Sánchez-Peña, Ricardo
author_sort Colmegna, Patricio
title Automatic regulatory control in type 1 diabetes without carbohydrate counting
title_short Automatic regulatory control in type 1 diabetes without carbohydrate counting
title_full Automatic regulatory control in type 1 diabetes without carbohydrate counting
title_fullStr Automatic regulatory control in type 1 diabetes without carbohydrate counting
title_full_unstemmed Automatic regulatory control in type 1 diabetes without carbohydrate counting
title_sort automatic regulatory control in type 1 diabetes without carbohydrate counting
publishDate 2019
url http://ri.itba.edu.ar/handle/123456789/1540
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AT debattistahernan automaticregulatorycontrolintype1diabeteswithoutcarbohydratecounting
AT sanchezpenaricardo automaticregulatorycontrolintype1diabeteswithoutcarbohydratecounting
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