DocumentCode :
3484099
Title :
High Order Sliding Mode Controller for blood glucose in type 1 diabetes, with relative degree fluctuations
Author :
Hernandez, Ana Gallardo ; Fridman, Leonid ; Levant, Arie ; Shtessel, Yuri ; Andrade, Sergio Islas ; Monsalve, Cristina Revilla
Author_Institution :
Dept. of Control, Univ. Nac. Autonoma de Mexico (UNAM), Mèxico, Mexico
fYear :
2010
fDate :
26-28 June 2010
Firstpage :
416
Lastpage :
421
Abstract :
Glucose is regulated by insulin injections in patients with diabetes type 1. High Order Sliding Mode Controllers are well suited to perform a closed loop control due to is a non linear control, robust with respect to parameter uncertainties, and model unaccounted dynamics. These features represents an advance to other works in this field, due to the system is non linear, variable in the time, and the parameter identification is expensive and invasive to the patient. The improving of the model of glucose-insulin regulatory system, considering additional dynamics, increases, arbitrarily, the model order. The theorem that ensures the robustness of HOSMC with respect to unaccounted dynamics is given. This theorem justify the implementation of a controller designed for a reduced model will be able to handle the dynamics of a extended model. In this paper the theorem is illustrated by the design of a third order sliding mode controller, based on BeM, and tested also in SoM that is one of the most complete models and have 24 differential equations and has relative degree five.
Keywords :
closed loop systems; control system synthesis; medical control systems; nonlinear control systems; robust control; variable structure systems; 1 diabetes; blood glucose; closed loop control; controller design; glucose-insulin regulatory system; high order sliding mode controller; nonlinear control; parameter identification; parameter uncertainties; relative degree fluctuations; Blood; Diabetes; Fluctuations; Insulin; Parameter estimation; Robust control; Robustness; Sliding mode control; Sugar; Uncertain systems;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Variable Structure Systems (VSS), 2010 11th International Workshop on
Conference_Location :
Mexico City
Print_ISBN :
978-1-4244-5829-5
Electronic_ISBN :
978-1-4244-5830-1
Type :
conf
DOI :
10.1109/VSS.2010.5544666
Filename :
5544666
Link To Document :
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