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