Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
Date
2020-02-01
Journal Title
Journal ISSN
Volume Title
Publisher
Ahmad Taher Azar
Abstract
In this work the problem of regulating glycemia in type I diabetic patients is studied by means
of an impulsive zone model predictive control (impulsive ZMPC) based on a novel long-term glucoseinsulin
model. Taking advantage of the model - which features real life properties of diabetes patients
that some other popular models do not - the proposed control ensures the stability under moderate-tosevere
disturbances. A long-term scenario - including meals - are simulated, and the results appear to be
satisfactory as long as every hyperglycemia and hypoglycemia episodes are suitably controlled.
Description
Keywords
Type I diabetes model, zone model predictive control, impulsive systems