A semiclosed-loop algorithm for the control of blood glucose levels in diabetics
- 1 January 1991
- journal article
- research article
- Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Biomedical Engineering
- Vol. 38 (1) , 57-61
- https://doi.org/10.1109/10.68209
Abstract
A theoretical analysis of the control of plasma glucose levels in diabetic individuals is undertaken using a simple mathematical model of the dynamics of glucose and insulin interaction in the blood system. Mathematical optimization techniques are applied to the mathematical model to derive insulin infusion programs for the control of blood levels in diabetic individuals. Based on the results of the mathematical optimization, a semiclosed-loop algorithm is proposed for continuous insulin delivery to diabetic patients. The algorithm is based on three hourly plasma glucose samples. A theoretical evaluation of the effectiveness of this algorithm shows that it is superior to two existing algorithms in controlling hyperglycemia. A glucose infusion term representing the effect of glucose intake resulting from a meal is introduced into the model equations. Various insulin programs for the control of plasma glucose levels following a meal are then assessed. The theoretical results suggest that the most effective short-term control is achieved by an insulin infusion program which incorporates an injection to coincide with the meal.<>Keywords
This publication has 27 references indexed in Scilit:
- Application of optimal control theory to diabetes mellitusInternational Journal of Control, 1989
- Stable-label intravenous glucose tolerance test minimal modelDiabetes, 1989
- Equivalence of the insulin sensitivity index in man derived by the minimal model method and the euglycemic glucose clamp.Journal of Clinical Investigation, 1987
- Blood Glucose Control by Intermittent Loop Closure in the Basal Mode: Computer Simulation Studies with a Diabetic ModelDiabetes Care, 1985
- Timing of Insulin Delivery with MealsHormone and Metabolic Research, 1981
- Continuous subcutaneous insulin infusion: an approach to achieving normoglycaemia.BMJ, 1978
- Normalization of glycemia in diabetics during meals with insulin and glucagon delivery by the artificial pancreasDiabetes, 1977
- Control of Blood Glucose in Diabetics using an Artificial Pancreas*Australian and New Zealand Journal of Medicine, 1977
- Evaluation of exogenous insulin homoeostasis by the artificial pancreas in insulin-dependent diabetesDiabetologia, 1977
- The Artificial Beta Cell - A Continuous Control of Blood Sugar by External Regulation of Insulin Infusion (Glucose Controlled Insulin Infusion System)Hormone and Metabolic Research, 1974