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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Acceso en línea: | http://ri.itba.edu.ar/handle/123456789/1543 |
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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 |
_version_ |
1765661089663549440 |