In this work the problem of regulating glucemia in type I diabetic patients is studied by means of an impulsive zone model predictive control (impulsive ZMPC) based on a novel long-term glucose-insulin 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-to-severe disturbances. A long-term scenario - including meals - are simulated, and the results appear to be satisfactory as long as every hyperglucemia and hypoglucemia episodes are suitably controlled.
(2017). Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model . Retrieved from http://hdl.handle.net/10446/169364
Impulsive Zone MPC for Type I Diabetic Patients based on a long-term model
Ferramosca, Antonio;
2017-01-01
Abstract
In this work the problem of regulating glucemia in type I diabetic patients is studied by means of an impulsive zone model predictive control (impulsive ZMPC) based on a novel long-term glucose-insulin 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-to-severe disturbances. A long-term scenario - including meals - are simulated, and the results appear to be satisfactory as long as every hyperglucemia and hypoglucemia episodes are suitably controlled.File | Dimensione del file | Formato | |
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