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

Colmegna, Patricio; Sánchez-Peña, Ricardo; Gondhalekar, Ravi

Ponencia en Congreso:
Control-oriented linear parameter-varying model for glucose control in type 1 diabetes

dc.contributor.author	Colmegna, Patricio
dc.contributor.author	Sánchez-Peña, Ricardo
dc.contributor.author	Gondhalekar, Ravi
dc.date.accessioned	2022-05-09T18:09:26Z
dc.date.available	2022-05-09T18:09:26Z
dc.date.issued	2016
dc.description.abstract	"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."	en
dc.identifier.isbn	978-1-5090-0755-4
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/3864
dc.language.iso	en	en
dc.relation	info:eu-repo/semantics/reference/doi/10.1109/CCA.2016.7587865
dc.relation	info:eu-repo/grantAgreement/Fundación Cellex/ES. Barcelona
dc.relation	info:eu-repo/grantAgreement/Fundación Nuria/AR. Ciudad Autónoma de Buenos Aires
dc.relation	info:eu-repo/grantAgreement/CONICET/AR. Ciudad Autónoma de Buenos Aires
dc.subject	DIABETES	es
dc.subject	GLUCOSA	es
dc.subject	ORGANOS ARTIFICIALES	es
dc.subject	PANCREAS	es
dc.subject	INSULINA	es
dc.subject	CONTROL DE VARIACION LINEAL DE PARAMETROS	es
dc.title	Control-oriented linear parameter-varying model for glucose control in type 1 diabetes	en
dc.type	Ponencias en Congresos	es
dc.type	info:eu-repo/semantics/acceptedVersion
dspace.entity.type	Ponencia en Congreso
itba.description.filiation	Fil: Colmegna, Patricio. Universidad Nacional de Quilmes; Argentina.
itba.description.filiation	Fil: Colmegna, Patricio. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiation	Fil: Sánchez-Peña, Ricardo. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiation	Fil: Sánchez-Peña, Ricardo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiation	Fil: Gondhalekar, Ravi. University of California; Estados Unidos.