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.File | Dimensione | Formato | |
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2008-12 CDC-Cancun - Glucose control ISS.pdf
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