Quasi-Model-Based Control of Type 1 Diabetes Mellitus
Joint Authors
Drexler, Dániel A.
Kovács, Levente
Szalay, Péter
Benyó, Balázs
Benyó, Zoltán
György, András
Source
Journal of Electrical and Computer Engineering
Issue
Vol. 2011, Issue 2011 (31 Dec. 2011), pp.1-12, 12 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-07-06
Country of Publication
Egypt
No. of Pages
12
Main Subjects
Engineering Sciences and Information Technology
Information Technology and Computer Science
Abstract EN
Glucose-insulin models appeared in the literature are varying in complexity.
Hence, their use in control theory is not trivial.
The paper presents an optimal controller design framework to investigate the type 1 diabetes from control theory point of view.
Starting from a recently published glucose-insulin model a Quasi Model with favorable control properties is developed minimizing the physiological states to be taken into account.
The purpose of the Quasi Model is not to model the glucose-glucagon-insulin interaction precisely, but only to grasp the characteristic behavior such that the designed controller can successfully regulate the unbalanced system.
Different optimal control strategies (pole-placement, LQ, Minimax control) are designed on the Quasi Model, and the obtained controllers' applicability is investigated on two more sophisticated type 1 diabetic models using two absorption scenarios.
The developed framework could help researchers engaging the control problem of diabetes.
American Psychological Association (APA)
György, András& Kovács, Levente& Szalay, Péter& Drexler, Dániel A.& Benyó, Balázs& Benyó, Zoltán. 2011. Quasi-Model-Based Control of Type 1 Diabetes Mellitus. Journal of Electrical and Computer Engineering،Vol. 2011, no. 2011, pp.1-12.
https://search.emarefa.net/detail/BIM-493940
Modern Language Association (MLA)
György, András…[et al.]. Quasi-Model-Based Control of Type 1 Diabetes Mellitus. Journal of Electrical and Computer Engineering No. 2011 (2011), pp.1-12.
https://search.emarefa.net/detail/BIM-493940
American Medical Association (AMA)
György, András& Kovács, Levente& Szalay, Péter& Drexler, Dániel A.& Benyó, Balázs& Benyó, Zoltán. Quasi-Model-Based Control of Type 1 Diabetes Mellitus. Journal of Electrical and Computer Engineering. 2011. Vol. 2011, no. 2011, pp.1-12.
https://search.emarefa.net/detail/BIM-493940
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-493940