Control-oriented linear parameter-varying model for glucose control in type 1 diabetes

"The contribution of this paper is a controller design oriented model of insulin-glucose dynamics in Type 1 Diabetes Mellitus (T1DM). The novelty of the proposed model is to more effectively include the time-varying nature, and also the inter-patient variability, associated with the glucose con...

Descripción completa

Guardado en:
Detalles Bibliográficos
Autores principales: Colmegna, Patricio, Sánchez-Peña, Ricardo, Gondhalekar, Ravi
Formato: Ponencias en Congresos acceptedVersion
Lenguaje:Inglés
Publicado: 2022
Materias:
DIABETES
GLUCOSA
ORGANOS ARTIFICIALES
PANCREAS
INSULINA
CONTROL DE VARIACION LINEAL DE PARAMETROS
Acceso en línea:http://ri.itba.edu.ar/handle/123456789/3864
Aporte de:
Repositorio Institucional Instituto Tecnológico de Buenos Aires (ITBA) de Instituto Tecnológico de Buenos Aires (ITBA)
id I32-R138-123456789-3864
record_format dspace
spelling I32-R138-123456789-38642022-12-07T14:13:35Z Control-oriented linear parameter-varying model for glucose control in type 1 diabetes Colmegna, Patricio Sánchez-Peña, Ricardo Gondhalekar, Ravi DIABETES GLUCOSA ORGANOS ARTIFICIALES PANCREAS INSULINA CONTROL DE VARIACION LINEAL DE PARAMETROS "The contribution of this paper is a controller design oriented model of insulin-glucose dynamics in Type 1 Diabetes Mellitus (T1DM). The novelty of the proposed model is to more effectively include the time-varying nature, and also the inter-patient variability, associated with the glucose control problem. Importantly, this is achieved in a manner that straightforwardly facilitates well-known and standard controller synthesis procedures. In that way, an average Linear Parameter-Varying (LPV) model that captures the dynamics from the insulin delivery input to the subcutaneous-glucose concentration output is constructed based on the Universities of Virginia (UVA)/Padova metabolic simulator. In addition, a system-oriented reinterpretation of the classical ad-hoc 1800 rule is applied to adapt the model’s gain." 2022-05-09T18:09:26Z 2022-05-09T18:09:26Z 2016 Ponencias en Congresos info:eu-repo/semantics/acceptedVersion 978-1-5090-0755-4 http://ri.itba.edu.ar/handle/123456789/3864 en info:eu-repo/semantics/reference/doi/10.1109/CCA.2016.7587865 info:eu-repo/grantAgreement/Fundación Cellex/ES. Barcelona info:eu-repo/grantAgreement/Fundación Nuria/AR. Ciudad Autónoma de Buenos Aires info:eu-repo/grantAgreement/CONICET/AR. Ciudad Autónoma de Buenos Aires 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
GLUCOSA
ORGANOS ARTIFICIALES
PANCREAS
INSULINA
CONTROL DE VARIACION LINEAL DE PARAMETROS
spellingShingle DIABETES
GLUCOSA
ORGANOS ARTIFICIALES
PANCREAS
INSULINA
CONTROL DE VARIACION LINEAL DE PARAMETROS
Colmegna, Patricio
Sánchez-Peña, Ricardo
Gondhalekar, Ravi
Control-oriented linear parameter-varying model for glucose control in type 1 diabetes
topic_facet DIABETES
GLUCOSA
ORGANOS ARTIFICIALES
PANCREAS
INSULINA
CONTROL DE VARIACION LINEAL DE PARAMETROS
description "The contribution of this paper is a controller design oriented model of insulin-glucose dynamics in Type 1 Diabetes Mellitus (T1DM). The novelty of the proposed model is to more effectively include the time-varying nature, and also the inter-patient variability, associated with the glucose control problem. Importantly, this is achieved in a manner that straightforwardly facilitates well-known and standard controller synthesis procedures. In that way, an average Linear Parameter-Varying (LPV) model that captures the dynamics from the insulin delivery input to the subcutaneous-glucose concentration output is constructed based on the Universities of Virginia (UVA)/Padova metabolic simulator. In addition, a system-oriented reinterpretation of the classical ad-hoc 1800 rule is applied to adapt the model’s gain."
format Ponencias en Congresos
acceptedVersion
author Colmegna, Patricio
Sánchez-Peña, Ricardo
Gondhalekar, Ravi
author_facet Colmegna, Patricio
Sánchez-Peña, Ricardo
Gondhalekar, Ravi
author_sort Colmegna, Patricio
title Control-oriented linear parameter-varying model for glucose control in type 1 diabetes
title_short Control-oriented linear parameter-varying model for glucose control in type 1 diabetes
title_full Control-oriented linear parameter-varying model for glucose control in type 1 diabetes
title_fullStr Control-oriented linear parameter-varying model for glucose control in type 1 diabetes
title_full_unstemmed Control-oriented linear parameter-varying model for glucose control in type 1 diabetes
title_sort control-oriented linear parameter-varying model for glucose control in type 1 diabetes
publishDate 2022
url http://ri.itba.edu.ar/handle/123456789/3864
work_keys_str_mv AT colmegnapatricio controlorientedlinearparametervaryingmodelforglucosecontrolintype1diabetes
AT sanchezpenaricardo controlorientedlinearparametervaryingmodelforglucosecontrolintype1diabetes
AT gondhalekarravi controlorientedlinearparametervaryingmodelforglucosecontrolintype1diabetes
_version_ 1765660929770389504

Ejemplares similares