Title :
A hypnosis control system using a model predictive controller with online identification of individual parameters
Author :
Furutani, Eiko ; Sawaguchi, Yoshihito ; Shirakami, Gotaro ; Araki, Mituhiko ; Fukuda, Kazuhiro
Author_Institution :
Dept. of Electr. Eng., Kyoto Univ.
Abstract :
For the purpose of maintaining hypnosis level of patients during general anesthesia appropriately, we have developed a hypnosis control system with a function of online identification of individual parameters. As the control strategy, model predictive control, which can take the dead time included in the bispectral index (BIS) response to propofol infusion into account rigorously, is used. The online identification function obtains pharmacodynamic parameters and the dead time for each individual patient from the BIS response for the first few minutes of anesthesia induction. With the approval by the Ethics Committee of Kyoto University Hospital, the system was applied clinically, and its effectiveness in maintaining hypnosis level accurately and reducing the amount of propofol infusion was confirmed
Keywords :
medical control systems; parameter estimation; patient treatment; predictive control; anesthesia induction; bispectral index response; general anesthesia; hypnosis control system; model predictive control; online identification; parameter identification; patient hypnosis level; pharmacodynamic parameter; propofol infusion; Anesthesia; Anesthetic drugs; Blood vessels; Control system synthesis; Ethics Committee; Hospitals; Predictive control; Predictive models; Surgery; Three-term control;
Conference_Titel :
Control Applications, 2005. CCA 2005. Proceedings of 2005 IEEE Conference on
Conference_Location :
Toronto, Ont.
Print_ISBN :
0-7803-9354-6
DOI :
10.1109/CCA.2005.1507117