Analyzing of a Novel Time Delay Diabetes Model

Kovács, Levente and Kurtán, B. and Eigner, Gy. and Rudas, I. and Chui, C. K. (2015) Analyzing of a Novel Time Delay Diabetes Model. In: ECC 2015 – 14th Annual European Control Conference. EUCA, Linz, pp. 13-18. ISBN 978-3-952-426-9

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Abstract

Nowadays, the requirements in the high quality managing and mathematical modeling of diabetes are increas- ing. 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.

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