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. Only measurements of glycemia are considered. A nonlinear observer for delay differential systems is used for the estimation of insulinemia. In the spirit of the separation theorem, a nonlinear control law is proposed, based on the feedback linearization, which makes use of the observer estimations instead of the full state measurements. The local convergence of the tracking error to zero is theoretically proved. In silico simulations, which also take into account input saturation, show the very good performance of the proposed control technique. ©2009 IEEE.

Observer-based closed-loop control of plasma glycemia

Palumbo P;Panunzi S;De Gaetano A
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. Only measurements of glycemia are considered. A nonlinear observer for delay differential systems is used for the estimation of insulinemia. In the spirit of the separation theorem, a nonlinear control law is proposed, based on the feedback linearization, which makes use of the observer estimations instead of the full state measurements. The local convergence of the tracking error to zero is theoretically proved. In silico simulations, which also take into account input saturation, show the very good performance of the proposed control technique. ©2009 IEEE.
2009
Inglese
48h IEEE Conference on Decision and Control (CDC)
3507
3512
9781424438716
http://www.scopus.com/record/display.url?eid=2-s2.0-77950810199&origin=inward
15/12/2019,18/12/2009
Plasma measurements
Insulation life
Observers
Delay estimation
Sugar
Insulin
Delay systems
Linear feedback control systems
State feedback
State estimation
4
none
Palumbo, P; Pepe, P; Panunzi, S; De Gaetano, A
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/20.500.14243/429895
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