Graeme
Wake
All
Souls College, Oxford and University of Canterbury, New Zealand
Close control of blood glucose levels significantly reduces vascular complications in Type I diabetes.A control method for the automation of insulin infusion that utilizes emerging technologies in blood glucose biosensors is presented.The controller developed provides tighter, more optimal control of blood glucose levels, while accounting for variation in patient response, insulin employed and sensor bandwidth.Particular emphasis is placed on controller simplicity and robustness necessary for medical devices and implants.
A
PD controller with heavy emphasis on the derivative term is found to outperform
the typically used proportional-weighted controllers in glucose tolerance
and multi-meal tests.Simulation
results show reductions of over 50% in the magnitude and duration of blood
glucose excursions from basal levels.A
closed-form steady state optimal solution is also developed as a benchmark,
and results in a flat glucose response.The
impact and tradeoffs associated with sensor bandwidth, sensor lag and proportional
versus derivative based control methods are illustrated.Overall,
emerging blood glucose sensor technologies that enable frequent measurement
are shown to enable more effective, automated control of blood glucose
levels within a tight, acceptable range for Type I and Type II diabetic
individuals.