Data di Pubblicazione:
2015
Abstract:
Exogenous insulin administration is the standard
way to regulate hyperglycemia in diabetic patients and, in
the recent decades, the challenging task to design an artificial
pancreas has been addressed with the aim to synthesize a closedloop
control law by means of sampled glucose measurements.
Model-based control law allow to explicitly exploit the glucoseinsulin
mathematical model, but need to cope with different
sources of uncertainties and disturbances affecting the system.
The present note investigates the framework of the H1 control
as a tool to attenuate the effect of a meal, modeled as an
unknown disturbance. To this end an LMI-based feedback
control law is synthesized, by properly exploiting a Delay
Differential Equation model of the glucose-insulin system,
that makes use of only glucose measurements, to avoid the
use of insulin measurements, known to be slower and more
cumbersome to obtain, more expensive and also less accurate
than glucose measurements. It is shown by simulations that,
besides to regulate plasma glycemia onto a desired level starting
from a hyperglycemic state, the control law efficiently constrains
the post-prandial increase of glycemia on a very tight control,
preventing dangerous oscillations
Tipologia CRIS:
04.01 Contributo in Atti di convegno
Keywords:
glucose-insulin models; glucose control
Elenco autori:
Pepe, Pierdomenico; DE GAETANO, Andrea; Palumbo, Pasquale; Panunzi, Simona
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