A closed-loop therapy for diabetic patients is proposed, by suitably exploiting a discrete Delay Dierential Equation (DDE) model of the glucose-insulin system. To this aim, plasma glucose concentration is regulated by means of subcutaneous insulin administration, in order to track a desired glucose prole. The method of exact input/output feedback linearization and stabilization is used, in order to ensure the local convergence of the tracking error to zero. The use of a state observer for delay systems makes it so that the control law requires only glucose measurements, which are easily achievable according to the present technology. Even if exogenous insulin administration is standardly used for Type I diabetic patients (who do not have a pancreatic insulin release), the use of a DDE model allows to extend the proposed treatment also to Type II diabetes. Performed simulations show the eectiveness of the proposed approach.

Palumbo, P., Pepe, P., Panunzi, S., De Gaetano, A. (2012). Observer-based glucose control via subcutaneous insulin administration. In Proceedings 8th IFAC Symposium on Biological and Medical Systems, BMS 2012; Budapest; Hungary; 29-31 August 2012 (pp.107-112) [10.3182/20120829-3-HU-2029.00065].

Observer-based glucose control via subcutaneous insulin administration

Palumbo P
Primo
;
2012

Abstract

A closed-loop therapy for diabetic patients is proposed, by suitably exploiting a discrete Delay Dierential Equation (DDE) model of the glucose-insulin system. To this aim, plasma glucose concentration is regulated by means of subcutaneous insulin administration, in order to track a desired glucose prole. The method of exact input/output feedback linearization and stabilization is used, in order to ensure the local convergence of the tracking error to zero. The use of a state observer for delay systems makes it so that the control law requires only glucose measurements, which are easily achievable according to the present technology. Even if exogenous insulin administration is standardly used for Type I diabetic patients (who do not have a pancreatic insulin release), the use of a DDE model allows to extend the proposed treatment also to Type II diabetes. Performed simulations show the eectiveness of the proposed approach.
paper
Glucose-insulin system; Nonlinear observer; Time-delay systems
English
8th IFAC Symposium on Biological and Medical Systems (BMS 2012)
2012
Proceedings 8th IFAC Symposium on Biological and Medical Systems, BMS 2012; Budapest; Hungary; 29-31 August 2012
978-390282310-6
2012
45
18
107
112
reserved
Palumbo, P., Pepe, P., Panunzi, S., De Gaetano, A. (2012). Observer-based glucose control via subcutaneous insulin administration. In Proceedings 8th IFAC Symposium on Biological and Medical Systems, BMS 2012; Budapest; Hungary; 29-31 August 2012 (pp.107-112) [10.3182/20120829-3-HU-2029.00065].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/246689
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