Title :
Observer-based closed-loop control of plasma glycemia
Author :
Palumbo, P. ; Pepe, P. ; Panunzi, S. ; De Gaetano, A.
Author_Institution :
Ist. di Analisi dei Sist. ed Inf. A. Ruberti, Consiglio Naz. delle Ric. (IASI-CNR), Rome, Italy
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.
Keywords :
blood; closed loop systems; convergence; delay-differential systems; feedback; observers; delay differential systems; feedback linearization; input saturation; insulinemia; intravenous insulin administration; local convergence; nonlinear control law; nonlinear observer; observer based closed loop control; observer estimation; plasma glucose evolution; plasma glycemia; separation theorem; Delay estimation; Delay systems; Insulation life; Insulin; Linear feedback control systems; Observers; Plasma measurements; State estimation; State feedback; Sugar;
Conference_Titel :
Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-3871-6
Electronic_ISBN :
0191-2216
DOI :
10.1109/CDC.2009.5400805