DocumentCode :
3693060
Title :
Analysis of a novel time-delay diabetes model
Author :
Levente Kovács;Balázs Kurtán;György Eigner;Imre Rudas;Chee Kong Chui
Author_Institution :
Physiological Controls Group, John von Neumann Faculty of Informatics, Obuda University, Budapest, Hungary
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
13
Lastpage :
18
Abstract :
Nowadays, the requirements in the high quality managing and mathematical modeling of diabetes are increasing. Due to the several types of this chronic disease the problem represents a challenging task that was mostly covered in the literature for type 1 diabetes while examining algorithms for artificial pancreas. The aim of the current paper is to analyze a recently developed novel time-delay diabetes model elaborated for both type 1 and type 2 diabetes mellitus; hence, to handle mixed state of these diseases (double diabetes) as well. Control theoretical characteristics are investigated followed by parametric sensitivity analysis for both type 1 and type 2 cases. Finally, the model is compared with the well-known and widely used Cambridge (Hovorka)-model under different simulation scenarios.
Keywords :
"Insulin","Sugar","Diabetes","Mathematical model","Delays","Sensitivity analysis","Physiology"
Publisher :
ieee
Conference_Titel :
Control Conference (ECC), 2015 European
Type :
conf
DOI :
10.1109/ECC.2015.7330518
Filename :
7330518
Link To Document :
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