• DocumentCode
    2474069
  • Title

    A closed-loop optimal control of the plasma glycemia

  • Author

    Palumbo, Pasquale ; Gaetano, Andrea De

  • Author_Institution
    Ist. di Analisi dei Sistemi ed Informatica, National Res. Council of Italy, Rome
  • fYear
    2006
  • fDate
    13-15 Dec. 2006
  • Firstpage
    679
  • Lastpage
    684
  • Abstract
    The paper investigates the problem of the optimal tracking of a desired plasma glucose evolution by means of a continuous intravenous infusion. The model for the glucose-insulin system here adopted, and recently published, belongs to the class of nonlinear single-distributed delay models. The closed-loop control law is performed according to the feedback linearization theory: a state-feedback is designed in order to exactly linearize the model with respect to a suitably defined change of coordinates. Then, the optimal tracking is achieved by minimizing a performance index. The methodology here proposed allows both to decrease and increase the glycemia. Simulations support theoretical results and show the physical reliability of the approach proposed
  • Keywords
    closed loop systems; delays; evolution (biological); nonlinear systems; optimal control; state feedback; sugar; closed-loop optimal control; continuous intravenous infusion; exact feedback linearization; feedback linearization theory; glucose-insulin system; nonlinear single-distributed delay models; optimal tracking; plasma glucose evolution; plasma glycemia; state-feedback; Delay; Diabetes; Insulation life; Insulin; Mathematical model; Optimal control; Plasma devices; Plasma measurements; Predictive models; Sugar; Exact feedback linearization; Glucose-insulin system; Optimal control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2006 45th IEEE Conference on
  • Conference_Location
    San Diego, CA
  • Print_ISBN
    1-4244-0171-2
  • Type

    conf

  • DOI
    10.1109/CDC.2006.377737
  • Filename
    4177544