artículo de publicación periódica.page.titleprefix
Online adjustable linear parameter-varying controller for artificial pancreas systems

Simple item page
dc.contributor.authorBianchi, Fernando D.
dc.contributor.authorSánchez-Peña, Ricardo
dc.contributor.authorGarelli, Fabricio
dc.date.accessioned2023-07-11T11:53:17Z
dc.date.available2023-07-11T11:53:17Z
dc.date.issued2023-06
dc.description.abstractThe purpose of this article is to present a non-hybrid fully closed-loop controller for the Artificial Pancreas (AP) problem focused on long-term clinical trials and home-use applications. It includes physical activity (PA) and unannounced meals. The controller is based on a robust gain-scheduled algorithm with a Linear Parameter-Varying (LPV) structure. It takes into account the time-varying dynamics of the problem by adapting itself in real-time according to measured glucose levels, and allows online fine-tuning during tests and periodic evaluations without the need of a controller redesign. The proposed fully parameterized LPV control adds several features to our previous results, accounts for the main perturbations of the AP problem and simplifies its implementation. To help in the parameter fine-tuning, a methodology based on clinical information is proposed. In-silico tests show that the achieved performance is similar or better than our previous Automatic Regulation of Glucose (ARG) algorithm, tested in two clinical trials, with the addition of the features mentioned before.
dc.identifier.citationF.D. Bianchi, R.S. Sánchez-Peña, Garelli F., Online adjustable linear parameter-varying controller for artificial pancreas systems, Biomedical Signal Processing and Control, Vol. 86, 2023. https://doi.org/10.1016/j.bspc.2023.105164
dc.identifier.urihttps://ri.itba.edu.ar/handle/123456789/4203
dc.language.isoen
dc.publisherElsevier
dc.subjectPÁNCREAS
dc.subjectINSULINA
dc.subjectDIABETES TIPO 1
dc.titleOnline adjustable linear parameter-varying controller for artificial pancreas systems
dc.typeArtículo de Publicación Periódica
dspace.entity.typeArtículo de Publicación Periódica
itba.description.filiationFil: Bianchi, Fernando D. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiationFil: Bianchi, Fernando D. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiationFil: Sánchez-Peña, Ricardo. Instituto Tecnológico de Buenos Aires; Argentina.
itba.description.filiationFil: Sánchez-Peña, Ricardo. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.
itba.description.filiationFil: Garelli, Fabricio. Universidad Nacional de La Plata; Argentina.
itba.description.filiationFil: Garelli, Fabricio. Consejo Nacional de Investigaciones Científicas y Técnicas; Argentina.

Files

Original bundle
Now showing 1 - 1 of 1
Thumbnail Image
Name:
ARG-BSPC-Rev2.pdf
Size:
781.29 KB
Format:
Adobe Portable Document Format
Download
License bundle
Now showing 1 - 1 of 1
No Thumbnail Available
Name:
license.txt
Size:
1.5 KB
Format:
Item-specific license agreed upon to submission
Description:
Download

Collections

Artículos de publicaciones periódicas