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Glucose-Insulin Minimal Model Augmented: Identification and Validation
Aguilera Gonzalez, Adriana; Voos, Holger; Darouach, Mohamed
2015In AMCA Congreso Nacional de Control Automatico 2015, Guernavaca, Mexico, 2015
Peer reviewed
 

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Keywords :
Control; Diabetes; Minimal Model
Abstract :
[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 :
Electrical & electronics engineering
Author, co-author :
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
External co-authors :
yes
Language :
English
Title :
Glucose-Insulin Minimal Model Augmented: Identification and Validation
Publication date :
2015
Event name :
AMCA Congreso Nacional de Control Automatico 2015
Event place :
Guernavaca, Mexico
Event date :
14-16 Oct 2015
Audience :
International
Main work title :
AMCA Congreso Nacional de Control Automatico 2015, Guernavaca, Mexico, 2015
Peer reviewed :
Peer reviewed
FnR Project :
FNR7932165 - Glucose Level Control For Type 1 Diabetes Patients Using Unknown Input Observers, 2014 (01/10/2014-30/09/2016) - Adriana Aguilera Gonzalez
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since 15 February 2016

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