DocumentCode :
631320
Title :
T1DM subject as a time-delay system: Modeling and adaptive control
Author :
Ludwig, Thomas ; Ottinger, Ivan ; Tarnik, Marian ; Miklovicova, E.
Author_Institution :
Inst. of Control & Ind. Inf., Slovak Univ. of Technol. in Bratislava, Bratislava, Slovakia
fYear :
2013
fDate :
18-21 June 2013
Firstpage :
85
Lastpage :
89
Abstract :
Type 1 Diabetes Mellitus (T1DM) subject model is presented in this paper. The model consists of two parts. A glucose and insulin plasma kinetics is inferred from a minimal model of glucose kinetics commonly used to analyze the results of an intravenous glucose tolerance test (IVGTT). A subcutaneous insulin and a subcutaneous glucose kinetics are modeled as a time-delay. A meal announcement information is considered as a measured disturbance signal and a disturbance model is also proposed. The presented model serves as a base for the design of an adaptive control algorithm for automatic normoglycemia maintaining in T1DM subject. The adaptive control algorithm is also briefly presented in the paper.
Keywords :
adaptive control; control system synthesis; delay systems; diseases; medical control systems; sugar; IVGTT; T1DM subject; adaptive control algorithm design; automatic normoglycemia; disturbance model; disturbance signal; insulin plasma kinetics; intravenous glucose tolerance test; meal announcement information; subcutaneous glucose kinetics; subcutaneous insulin; time-delay system; type 1 diabetes mellitus subject model; Adaptation models; Adaptive control; Control systems; Diabetes; Insulin; Mathematical model; Sugar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Process Control (PC), 2013 International Conference on
Conference_Location :
Strbske Pleso
Print_ISBN :
978-1-4799-0926-1
Type :
conf
DOI :
10.1109/PC.2013.6581388
Filename :
6581388
Link To Document :
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