[en] In this paper a new mathematical model of the glucose-insulin system is presented.
The proposed model represents Type 1 Diabetes Mellitus patients and seeks to give a suitable
model of the malfunction of the pancreas. Based on the classic minimal model, this new approach
takes into account the description of the glucose dynamic in the subcutaneous layer and a meal
disturbance term, together with an additional term that represents the insulin injections, which
make this proposal a more realistic approach. Virtual data from UVA/Padova T1DMS software
are used for rst evaluations of the effectiveness of the proposed model.
Disciplines :
Ingénierie électrique & électronique
Auteur, co-auteur :
AGUILERA GONZALEZ, Adriana ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
VOOS, Holger ; University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Engineering Research Unit ; University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT)
Darouach, Mohamed
Co-auteurs externes :
yes
Langue du document :
Anglais
Titre :
Glucose-Insulin Minimal Model Augmented: Identification and Validation
Date de publication/diffusion :
2015
Nom de la manifestation :
AMCA Congreso Nacional de Control Automatico 2015
Lieu de la manifestation :
Guernavaca, Mexique
Date de la manifestation :
14-16 Oct 2015
Manifestation à portée :
International
Titre de l'ouvrage principal :
AMCA Congreso Nacional de Control Automatico 2015, Guernavaca, Mexico, 2015
Peer reviewed :
Peer reviewed
Projet FnR :
FNR7932165 - Glucose Level Control For Type 1 Diabetes Patients Using Unknown Input Observers, 2014 (01/10/2014-30/09/2016) - Adriana Aguilera Gonzalez
