• DocumentCode
    3484099
  • Title

    High Order Sliding Mode Controller for blood glucose in type 1 diabetes, with relative degree fluctuations

  • Author

    Hernandez, Ana Gallardo ; Fridman, Leonid ; Levant, Arie ; Shtessel, Yuri ; Andrade, Sergio Islas ; Monsalve, Cristina Revilla

  • Author_Institution
    Dept. of Control, Univ. Nac. Autonoma de Mexico (UNAM), Mèxico, Mexico
  • fYear
    2010
  • fDate
    26-28 June 2010
  • Firstpage
    416
  • Lastpage
    421
  • Abstract
    Glucose is regulated by insulin injections in patients with diabetes type 1. High Order Sliding Mode Controllers are well suited to perform a closed loop control due to is a non linear control, robust with respect to parameter uncertainties, and model unaccounted dynamics. These features represents an advance to other works in this field, due to the system is non linear, variable in the time, and the parameter identification is expensive and invasive to the patient. The improving of the model of glucose-insulin regulatory system, considering additional dynamics, increases, arbitrarily, the model order. The theorem that ensures the robustness of HOSMC with respect to unaccounted dynamics is given. This theorem justify the implementation of a controller designed for a reduced model will be able to handle the dynamics of a extended model. In this paper the theorem is illustrated by the design of a third order sliding mode controller, based on BeM, and tested also in SoM that is one of the most complete models and have 24 differential equations and has relative degree five.
  • Keywords
    closed loop systems; control system synthesis; medical control systems; nonlinear control systems; robust control; variable structure systems; 1 diabetes; blood glucose; closed loop control; controller design; glucose-insulin regulatory system; high order sliding mode controller; nonlinear control; parameter identification; parameter uncertainties; relative degree fluctuations; Blood; Diabetes; Fluctuations; Insulin; Parameter estimation; Robust control; Robustness; Sliding mode control; Sugar; Uncertain systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Variable Structure Systems (VSS), 2010 11th International Workshop on
  • Conference_Location
    Mexico City
  • Print_ISBN
    978-1-4244-5829-5
  • Electronic_ISBN
    978-1-4244-5830-1
  • Type

    conf

  • DOI
    10.1109/VSS.2010.5544666
  • Filename
    5544666