• DocumentCode
    529726
  • Title

    A hypnosis and analgesia control system using a model predictive controller in total intravenous anesthesia during day-case surgery

  • Author

    Furutani, Eiko ; Tsuruoka, Keigo ; Kusudo, Shogo ; Shirakami, Gotaro ; Fukuda, Kazuhiko

  • Author_Institution
    Dept. of Electr. Eng., Kyoto Univ., Kyoto, Japan
  • fYear
    2010
  • fDate
    18-21 Aug. 2010
  • Firstpage
    223
  • Lastpage
    226
  • Abstract
    In this paper, a hypnosis and analgesia control system using a model predictive controller during total intravenous anesthesia for day-case surgery is developed. A new analgesia index for analgesia control is constructed from pulse rate and Entropy Difference (ED) obtained by spectral analysis of electroencephalogram (EEG). As the anesthetics propofol and remifentanil are used, and the Bispectral Index (BIS) and the proposed analgesia index are used as hypnosis and analgesia indices, respectively. The model of hypnosis and analgesia responses to propofol and remifentanil consists of pharmacokinetic models, pharmacodynamic models considering interaction of drugs, and dead times. The control system has an identification function of individual parameters of pharmacodynamic models and dead times, and adjusts infusion rates of propofol and remifentanil simultaneously using model predictive control after the identification. Simulation results show that it has a good performance, but the identification method of individual parameters has to be improved.
  • Keywords
    electroencephalography; medical control systems; predictive control; surgery; analgesia control system; analgesia index; anesthetics propofol; bispectral index; day-case surgery; electroencephalogram; entropy difference; hypnosis; model predictive controller; pharmacodynamic model; pharmacokinetic model; pulse rate; remifentanil; spectral analysis; total intravenous anesthesia; Anesthesia; Biological system modeling; Brain modeling; Control systems; Indexes; Predictive models; Surgery; analgesia index; anesthesia control; model predictive control; propofol; remifentanil;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference 2010, Proceedings of
  • Conference_Location
    Taipei
  • Print_ISBN
    978-1-4244-7642-8
  • Type

    conf

  • Filename
    5603099