Title :
An observational trial of a computerized drug delivery system on two patients
Author :
Kwok, K. Ezra ; Shah, Sirish L. ; Finegan, Barry A. ; Kwong, Gary K.
Author_Institution :
Dept. of Chem. Eng., British Columbia Univ., Vancouver, BC, Canada
fDate :
7/1/1997 12:00:00 AM
Abstract :
A computerized drug delivery system has been designed and tested for automatic regulation of mean arterial blood pressure (MAP) of human patients by infusion of a vasodilator (sodium nitroprusside). Its control algorithm belongs to a type of long-range predictive control with a combination of finite-horizon and an infinite horizon optimization terms. The controller operates in an adaptive mode by using a recursive control-relevant identification algorithm for long-range predictive control. A limited pilot study using the system to perform closed-loop regulation of MAP in two patients undergoing coronary artery bypass surgery was performed. At all times the drug infusion was monitored by an expert supervisor who was immediately available to adjust/terminate the infusion if indicated. The trial results show that without human intervention, patients´ MAP was kept within ±10 mmHg of the setpoint for more than 70% of the time even in the presence of significant natural and unmeasurable disturbances. Further improvement to the overall control system such as adding supervisory control is needed
Keywords :
adaptive control; biocontrol; biomedical equipment; blood pressure measurement; closed loop systems; computerised control; computerised monitoring; haemodynamics; patient treatment; predictive control; pressure control; recursive estimation; computerized drug delivery system; coronary artery bypass surgery; drug infusion; finite horizon optimization; infinite horizon optimization; infusion; long-range predictive control; mean arterial blood pressure; observational trial; recursive control-relevant identification algorithm; sodium nitroprusside; supervisory control; vasodilator; Adaptive control; Arterial blood pressure; Automatic control; Automatic testing; Drug delivery; Humans; Infinite horizon; Predictive control; Programmable control; System testing;
Journal_Title :
Control Systems Technology, IEEE Transactions on