• 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