Title :
Open loop control of multiple drug effects in anesthesia
Author :
Wada, Russell D. ; Ward, Denham S.
Author_Institution :
Dept. of Anesthesiology & Electr. Eng., California Univ., Los Angeles, CA, USA
fDate :
7/1/1995 12:00:00 AM
Abstract :
Current open-loop computer-controlled infusion pumps do not explicitly control the transient adverse side effects of intravenous drugs during anesthesia. The authors used optimal control principles to synthesize a single-input multiple-output controller that regulates concentrations at the site of desirable drug effect while penalizing excessive side-effect drug concentrations. The cost function incorporates model-based predictions of future effect-site concentrations, and the capability of the anesthesiologist to anticipate upcoming surgical events. The controller was evaluated and then compared with alternative control strategies through computer simulation of a physiologically based pharmacokinetic model for the intravenous drug alfentanil. Multiple-effect control offers an analytic approach to limit the overshoot in adverse side-effect concentrations at the consequence of increasing the time to achieve the desired drug effect.
Keywords :
biocontrol; optimal control; alfentanil; analytic approach; anesthesia; computer simulation; control strategies; desired drug effect achievement time; drug concentrations regulation; future effect-site concentrations; intravenous drug; intravenous drugs; multiple drug effects; multiple-effect control; open loop control; open-loop computer-controlled infusion pumps; optimal control principles; overshoot limiting; physiologically based pharmacokinetic model; single-input multiple-output controller; transient adverse side effects; upcoming surgical events anticipation; Anesthesia; Blood; Computer simulation; Cost function; Drugs; Open loop systems; Optimal control; Plasmas; Predictive models; Surgery; Alfentanil; Algorithms; Computer Simulation; Feedback; Humans; Infusion Pumps; Models, Biological;
Journal_Title :
Biomedical Engineering, IEEE Transactions on