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