Title :
Clinical evaluation of long range adaptive control for mean arterial blood pressure regulation
Author :
Kwong, Gary K. ; Kwok, K. Ezra ; Finegan, Barry A. ; Shah, Sirish L.
Author_Institution :
Dept. of Chem. Eng., Alberta Univ., Edmonton, Alta., Canada
Abstract :
A computerized drug delivery system has been designed for automatic regulation of mean arterial pressure (MAP) of human patients by infusion of a vasodilator (sodium nitroprusside). This control system employs a predictive control algorithm with a combination of finite-horizon and an infinite horizon optimization terms. The control algorithm operates in an adaptive mode by coupling it to a recursive, control-relevant identification algorithm for long-range predictive control. The proposed system was used to perform closed-loop regulation of MAP of two patients, in an intra-operative environment, in the cardiac unit of the University of Alberta Hospital. The MAP trajectories show that the patient´s MAP stayed within ±10 mmHg of the setpoint for more than 70% of the time even in the presence of significant natural disturbances
Keywords :
adaptive control; biocontrol; biomedical equipment; closed loop systems; computerised control; haemodynamics; iron compounds; patient treatment; predictive control; pressure control; sodium compounds; Na2(CN)5NO; cardiac unit; clinical evaluation; closed-loop regulation; computerized drug delivery system; finite horizon optimization terms; infinite horizon optimization term; intra-operative environment; long-range adaptive control; mean arterial blood pressure regulation; recursive control-relevant identification algorithm; sodium nitroprusside; vasodilator infusion; Adaptive control; Automatic control; Blood pressure; Control systems; Drug delivery; Humans; Infinite horizon; Prediction algorithms; Predictive control; Programmable control;
Conference_Titel :
American Control Conference, Proceedings of the 1995
Conference_Location :
Seattle, WA
Print_ISBN :
0-7803-2445-5
DOI :
10.1109/ACC.1995.529358