Linear parameter-varying model to design control laws for an artificial pancreas

"The contribution of this work is the generation of a control-oriented model for insulin-glucose dynamic regulation in type1 diabetes mellitus (T1DM). The novelty of this model is that it includes the time-varying nature, and the inter-patient variability of the glucose-control problem. In addi...

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Autores principales: Colmegna, Patricio, Sánchez-Peña, Ricardo, Gondhalekar, Ravi
Formato: Artículos de Publicaciones Periódicas info:eu-repo/semantics/accepedVersion
Lenguaje:Inglés
Publicado: 2019
Materias:
ORGANOS ARTIFICIALES
DIABETES
CONTROL DE VARIACION LINEAL DE PARAMETROS
PANCREAS
GLUCOSA
INSULINA
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/1543
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-1543
record_format dspace
spelling I32-R138-123456789-15432022-12-07T13:07:04Z Linear parameter-varying model to design control laws for an artificial pancreas Colmegna, Patricio Sánchez-Peña, Ricardo Gondhalekar, Ravi ORGANOS ARTIFICIALES DIABETES CONTROL DE VARIACION LINEAL DE PARAMETROS PANCREAS GLUCOSA INSULINA "The contribution of this work is the generation of a control-oriented model for insulin-glucose dynamic regulation in type1 diabetes mellitus (T1DM). The novelty of this model is that it includes the time-varying nature, and the inter-patient variability of the glucose-control problem. In addition, the model is well suited for well-known and standard controller synthesis procedures. The outcome is an average linear parameter-varying (LPV) model that captures the dynamics from the insulin delivery input to the glucose concentration output constructed based on the UVA/Padova metabolic simulator. Finally, a system-oriented reinterpretation of the classical ad-hoc 1800 rule is applied to adapt the model’s gain." 2019-04-22T15:46:20Z 2019-04-22T15:46:20Z 2018-02 Artículos de Publicaciones Periódicas info:eu-repo/semantics/accepedVersion 1746-8094 http://ri.itba.edu.ar/handle/123456789/1543 en info:eu-repo/grantAgreement/CONICET/AR. Ciudad Autónoma de Buenos Aires info:eu-repo/semantics/altIdentifier/doi/10.1016/j.bspc.2017.09.021 info:eu-repo/grantAgreement/Fundación Nuria/AR. Ciudad Autónoma de Buenos Aires info:eu-repo/grantAgreement/Fundación Cellex/ES. Barcelona 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 ORGANOS ARTIFICIALES
DIABETES
CONTROL DE VARIACION LINEAL DE PARAMETROS
PANCREAS
GLUCOSA
INSULINA
spellingShingle ORGANOS ARTIFICIALES
DIABETES
CONTROL DE VARIACION LINEAL DE PARAMETROS
PANCREAS
GLUCOSA
INSULINA
Colmegna, Patricio
Sánchez-Peña, Ricardo
Gondhalekar, Ravi
Linear parameter-varying model to design control laws for an artificial pancreas
topic_facet ORGANOS ARTIFICIALES
DIABETES
CONTROL DE VARIACION LINEAL DE PARAMETROS
PANCREAS
GLUCOSA
INSULINA
description "The contribution of this work is the generation of a control-oriented model for insulin-glucose dynamic regulation in type1 diabetes mellitus (T1DM). The novelty of this model is that it includes the time-varying nature, and the inter-patient variability of the glucose-control problem. In addition, the model is well suited for well-known and standard controller synthesis procedures. The outcome is an average linear parameter-varying (LPV) model that captures the dynamics from the insulin delivery input to the glucose concentration output constructed based on the UVA/Padova metabolic simulator. Finally, a system-oriented reinterpretation of the classical ad-hoc 1800 rule is applied to adapt the model’s gain."
format Artículos de Publicaciones Periódicas
info:eu-repo/semantics/accepedVersion
author Colmegna, Patricio
Sánchez-Peña, Ricardo
Gondhalekar, Ravi
author_facet Colmegna, Patricio
Sánchez-Peña, Ricardo
Gondhalekar, Ravi
author_sort Colmegna, Patricio
title Linear parameter-varying model to design control laws for an artificial pancreas
title_short Linear parameter-varying model to design control laws for an artificial pancreas
title_full Linear parameter-varying model to design control laws for an artificial pancreas
title_fullStr Linear parameter-varying model to design control laws for an artificial pancreas
title_full_unstemmed Linear parameter-varying model to design control laws for an artificial pancreas
title_sort linear parameter-varying model to design control laws for an artificial pancreas
publishDate 2019
url http://ri.itba.edu.ar/handle/123456789/1543
work_keys_str_mv AT colmegnapatricio linearparametervaryingmodeltodesigncontrollawsforanartificialpancreas
AT sanchezpenaricardo linearparametervaryingmodeltodesigncontrollawsforanartificialpancreas
AT gondhalekarravi linearparametervaryingmodeltodesigncontrollawsforanartificialpancreas
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