• Title of article

    Active insulin infusion using optimal and derivative-weighted control

  • Author/Authors

    Lam، نويسنده , , Z.-H. and Hwang، نويسنده , , K.-S. and Lee، نويسنده , , J.-Y. and Chase، نويسنده , , J.G. and Wake، نويسنده , , G.C.، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2002
  • Pages
    10
  • From page
    663
  • To page
    672
  • Abstract
    Close control of blood glucose levels significantly reduces vascular complications in Type I diabetes. A control method for the automation of insulin infusion that utilizes emerging technologies in blood glucose biosensors is presented. The controller developed provides tighter, more optimal control of blood glucose levels, while accounting for variation in patient response, insulin employed and sensor bandwidth. Particular emphasis is placed on controller simplicity and robustness necessary for medical devices and implants. ontroller with heavy emphasis on the derivative term is found to outperform the typically used proportional-weighted controllers in glucose tolerance and multi-meal tests. Simulation results show reductions of over 50% in the magnitude and duration of blood glucose excursions from basal levels. A closed-form steady state optimal solution is also developed as a benchmark, and results in a flat glucose response. The impact and trade-offs associated with sensor bandwidth, sensor lag and proportional versus derivative-based control methods are illustrated. Overall, emerging blood glucose sensor technologies that enable frequent measurement are shown to enable more effective, automated control of blood glucose levels within a tight, acceptable range for Type I and II diabetic individuals.
  • Keywords
    optimal control , diabetes , Sensor lag , Automated , Insulin infusion
  • Journal title
    Medical Engineering and Physics
  • Serial Year
    2002
  • Journal title
    Medical Engineering and Physics
  • Record number

    1727803