Novel control system for blood glucose using a model predictive method

Citation
S. Kan et al., Novel control system for blood glucose using a model predictive method, ASAIO J, 46(6), 2000, pp. 657-662
Citations number
24
Categorie Soggetti
Research/Laboratory Medicine & Medical Tecnology
Journal title
ASAIO JOURNAL
ISSN journal
10582916 → ACNP
Volume
46
Issue
6
Year of publication
2000
Pages
657 - 662
Database
ISI
SICI code
1058-2916(200011/12)46:6<657:NCSFBG>2.0.ZU;2-U
Abstract
We developed a novel blood glucose control system, using a model predictive method, to achieve optimal control of the blood glucose level in severely diabetic or pancreatectomized patients. This system is designed to predict glucose level changes in advance, considering delayed response time and the administered doses of insulin. This method is also designed to calculate t he most appropriate insulin infusion rate by considering differences in ind ividual response to insulin. In this study, we compared our system with a c onventional proportional and differential controller (PD controller) to det ermine whether the new system could regulate the glucose level efficiently in pancreatectomized dogs. The model predictive control method resulted in a significant reduction of mean insulin infusion rate compared with the con ventional PD controller (0.71 mU/kg per min vs. 1.81 mU/kg per min, p = 0.0 005), when the glucose level in both methods reached the planned target lev el (100 mg/dl). The new system also tended to have a reduced mean glucose i nfusion rate for compensating for overshooting of the glucose level compare d with the PD controller (0.7 mg/kg per min vs. 1.1 mg/kg per min, p = 0.16 ). These results indicate that the new system should be a useful tool for r egulating the glucose level in severely diabetic patients.