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
Link To Document :
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