The paper investigates the problem of tracking a desired plasma glucose evolution by means of intra-venous insulin administration. A model-based approach is followed, according to a recent model of the glucose/insulin regulatory system which consists of a discrete-delay nonlinear differential equation model. A disturbance is added to the insulin kinetics in order to model uncertainties concerning both the insulin delivery rate and the mechanism actuating the insulin pump. A feedback control law which yields input-to-state stability of the closed loop error system with respect to such a disturbance is provided, which depends on the glucose and insulin measurements at the present and at a delayed time. In silico simulations validate the theoretical results.

Palumbo, P., Pepe, P., De Gaetano, A., Panunzi, (2008). Robust closed-loop control of plasma glycemia: A discrete-delay model approach. In Proceedings 47th IEEE Conference on Decision and Control, CDC 2008; Cancun; Mexico; 9-11 December 2008 (pp.3330-3335). IEEE Institute of Electrical and Electronics Engineers [10.1109/CDC.2008.4738940].

Robust closed-loop control of plasma glycemia: A discrete-delay model approach

Palumbo, P;
2008

Abstract

The paper investigates the problem of tracking a desired plasma glucose evolution by means of intra-venous insulin administration. A model-based approach is followed, according to a recent model of the glucose/insulin regulatory system which consists of a discrete-delay nonlinear differential equation model. A disturbance is added to the insulin kinetics in order to model uncertainties concerning both the insulin delivery rate and the mechanism actuating the insulin pump. A feedback control law which yields input-to-state stability of the closed loop error system with respect to such a disturbance is provided, which depends on the glucose and insulin measurements at the present and at a delayed time. In silico simulations validate the theoretical results.
paper
Glucose control; Time-delay systems; Input-to-State Stability (ISS)
English
IEEE Conference on Decision and Control (CDC08)
2008
Proceedings 47th IEEE Conference on Decision and Control, CDC 2008; Cancun; Mexico; 9-11 December 2008
978-1-4244-3124-3
2008
2008
3330
3335
4738940
http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4738940
reserved
Palumbo, P., Pepe, P., De Gaetano, A., Panunzi, (2008). Robust closed-loop control of plasma glycemia: A discrete-delay model approach. In Proceedings 47th IEEE Conference on Decision and Control, CDC 2008; Cancun; Mexico; 9-11 December 2008 (pp.3330-3335). IEEE Institute of Electrical and Electronics Engineers [10.1109/CDC.2008.4738940].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/246642
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