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. © 2008 IEEE.

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

Palumbo Pasquale;Panunzi Simona;De Gaetano Andrea
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. © 2008 IEEE.
2008
Inglese
IEEE Conference on Decision and Control
3330
3335
9781424431243
http://www.scopus.com/record/display.url?eid=2-s2.0-62949158834&origin=inward
09/12/2008, 11/12/2008
Delay Differential Equations
Feedback Linearization
Glucose Control
Glucose-Insulin System
Input-to-State Stability
3
none
Palumbo, Pasquale; Pepe, Pierdomenico; Panunzi, Simona; De Gaetano, Andrea
273
info:eu-repo/semantics/conferenceObject
04 Contributo in convegno::04.01 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/20.500.14243/439759
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