• DocumentCode
    3420639
  • Title

    Individualized PID control of depth of anesthesia based on patient model identification during the induction phase of anesthesia

  • Author

    Soltesz, Kristian ; Hahn, Jin-Oh ; Dumont, Guy A. ; Ansermino, J. Mark

  • Author_Institution
    Dept. of Autom. Control, Lund Univ., Lund, Sweden
  • fYear
    2011
  • fDate
    12-15 Dec. 2011
  • Firstpage
    855
  • Lastpage
    860
  • Abstract
    This paper proposes a closed-loop propofol admission strategy for depth of hypnosis control in anesthesia. A population-based, robustly tuned controller brings the patient to a desired level of hypnosis. The novelty lies in individualizing the controller once a stable level of hypnosis is reached. This is based on the identified patient parameters and enhances suppression of output disturbances, representing surgical stimuli. The system was evaluated in simulation on models of 44 patients obtained from clinical trials. A large amount of improvement (20 - 30%) in load suppression performance is obtained by the proposed individualized control.
  • Keywords
    closed loop systems; interference suppression; robust control; surgery; three-term control; anesthesia; closed loop propofol admission strategy; disturbance suppression; hypnosis control; individualized PID control; induction phase; load suppression; patient model identification; population-based controller; robust control; surgical stimuli representation; Brain modeling; Control systems; Delay; Drugs; Monitoring; Robustness; Surgery; Control system synthesis; Drug delivery; Medical control systems; Medical simulation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-61284-800-6
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2011.6160189
  • Filename
    6160189