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

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

artículo de publicación periódica.page.titleprefix
Linear parameter-varying model to design control laws for an artificial pancreas

dc.contributor.author	Colmegna, Patricio
dc.contributor.author	Sánchez-Peña, Ricardo
dc.contributor.author	Gondhalekar, Ravi
dc.date.accessioned	2019-04-22T15:46:20Z
dc.date.available	2019-04-22T15:46:20Z
dc.date.issued	2018-02
dc.description.abstract	"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."	en
dc.identifier.issn	1746-8094
dc.identifier.uri	http://ri.itba.edu.ar/handle/123456789/1543
dc.language.iso	en	en
dc.relation	info:eu-repo/grantAgreement/CONICET/AR. Ciudad Autónoma de Buenos Aires
dc.relation	info:eu-repo/semantics/altIdentifier/doi/10.1016/j.bspc.2017.09.021
dc.relation	info:eu-repo/grantAgreement/Fundación Nuria/AR. Ciudad Autónoma de Buenos Aires
dc.relation	info:eu-repo/grantAgreement/Fundación Cellex/ES. Barcelona
dc.subject	ORGANOS ARTIFICIALES	es
dc.subject	DIABETES	es
dc.subject	CONTROL DE VARIACION LINEAL DE PARAMETROS	es
dc.subject	PANCREAS	es
dc.subject	GLUCOSA	es
dc.subject	INSULINA	es
dc.title	Linear parameter-varying model to design control laws for an artificial pancreas	en
dc.type	Artículos de Publicaciones Periódicas	es
dc.type	info:eu-repo/semantics/accepedVersion
dspace.entity.type	Artículo de Publicación Periódica
itba.description.filiation	Fil: Colemegna, Patricio. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiation	Fil: Colemegna, Patricio. Universidad Nacional de Quilmes; Argentina.
itba.description.filiation	Fil: Sánchez-Peña, Ricardo. 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: Gondhalekar, Ravi. Harvard University; Estados Unidos.