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. A recent model of the glucose/insulin regulatory system which consists of discrete-delay nonlinear differential equations is used. 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 the disturbance is provided. Such control law 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., Panunzi, S., DE GAETANO, A. (2009). Robust closed-loop control of plasma glycemia: A discrete-delay model approach. DISCRETE AND CONTINUOUS DYNAMICAL SYSTEMS. SERIES B., 12(2), 455-468 [10.3934/dcdsb.2009.12.455].
Robust closed-loop control of plasma glycemia: A discrete-delay model approach
PALUMBO PPrimo
;
2009
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. A recent model of the glucose/insulin regulatory system which consists of discrete-delay nonlinear differential equations is used. 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 the disturbance is provided. Such control law 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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