• DocumentCode
    1389266
  • Title

    A semiclosed-loop algorithm for the control of blood glucose levels in diabetics

  • Author

    Fisher, Michael E.

  • Author_Institution
    Dept. of Math., Western Australia Univ., Nedlands, WA, Australia
  • Volume
    38
  • Issue
    1
  • fYear
    1991
  • Firstpage
    57
  • Lastpage
    61
  • Abstract
    A theoretical analysis of the control of plasma glucose levels in diabetic individuals is undertaken using a simple mathematical model of the dynamics of glucose and insulin interaction in the blood system. Mathematical optimization techniques are applied to the mathematical model to derive insulin infusion programs for the control of blood levels in diabetic individuals. Based on the results of the mathematical optimization, a semiclosed-loop algorithm is proposed for continuous insulin delivery to diabetic patients. The algorithm is based on three hourly plasma glucose samples. A theoretical evaluation of the effectiveness of this algorithm shows that it is superior to two existing algorithms in controlling hyperglycemia. A glucose infusion term representing the effect of glucose intake resulting from a meal is introduced into the model equations. Various insulin programs for the control of plasma glucose levels following a meal are then assessed. The theoretical results suggest that the most effective short-term control is achieved by an insulin infusion program which incorporates an injection to coincide with the meal.
  • Keywords
    biocontrol; blood; patient treatment; 3 hr; blood glucose level control; diabetics; hyperglycemia control; injection; insulin; mathematical model; mathematical optimization; meal; model equations; semiclosed-loop algorithm; Australia; Blood; Control system analysis; Diabetes; Equations; Helium; Insulin; Mathematical model; Plasmas; Sugar; Algorithms; Blood Glucose; Diabetes Mellitus; Eating; Humans; Insulin Infusion Systems; Intestinal Absorption; Models, Biological;
  • fLanguage
    English
  • Journal_Title
    Biomedical Engineering, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9294
  • Type

    jour

  • DOI
    10.1109/10.68209
  • Filename
    68209