DocumentCode :
1736417
Title :
An adaptive insulin infusion approach for customized blood glucose regulation of TYPE I diabetic patients
Author :
Bhitre, Nitin ; Padhi, Radhakant
Author_Institution :
Dept. of Aerosp. Eng., Indian Inst. of Sci., Bangalore, India
fYear :
2011
Firstpage :
127
Lastpage :
132
Abstract :
A combination of dynamic inversion philosophy of nonlinear control with model-following adaptive technique, for robustness of controller, is proposed for control of glucose level as near as possible to basal value in Type I diabetes mellitus patient. Proposed technique exploits Bergman minimal model representing glucose-insulin dynamics. A nominal controller based on the principal of dynamic inversion can treat the patient with nominal values of parameters very effectively, but could fail to treat patients with parameters different than nominal values (worse it may lead to hypoglycaemia). Model-following adaptive controller is augmented to the nominal controller to make nominal controller robust to parameter and model inaccuracies. Simulation results shows the effectiveness of dynamic inversion based glucose level control of realistic patient when augmented with model-following adaptive philosophy.
Keywords :
adaptive control; blood; diseases; haemodynamics; level control; nonlinear control systems; patient treatment; robust control; sugar; Bergman minimal model; Type I diabetes mellitus patient; adaptive insulin infusion approach; customized blood glucose regulation; dynamic inversion philosophy; glucose level control; glucose-insulin dynamics; model following adaptive technique; model inaccuracy; nominal controller; nonlinear control; parameter inaccuracy; robust controller; Adaptation models; Blood; Control design; Diabetes; Insulin; Mathematical model; Sugar;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Applications (CCA), 2011 IEEE International Conference on
Conference_Location :
Denver, CO
Print_ISBN :
978-1-4577-1062-9
Electronic_ISBN :
978-1-4577-1061-2
Type :
conf
DOI :
10.1109/CCA.2011.6044433
Filename :
6044433
Link To Document :
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