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Article Dans Une Revue Optimal Control Applications and Methods Année : 2020

Stable Impulsive Zone MPC for Type 1 Diabetic Patients based on a long-term model

Résumé

In this work, the problem of regulating blood glucose (glycemia) in type I diabetic patients is studied by means of an impulsive zone model predictive control (iZMPC), which bases its predictions on a novel long-term glucose-insulin model. Taking advantage of the impulsive version of the model-which features real life properties of diabetes patients that some other popular models do not-the given control guarantees the stability under moderate-to-severe plant-model mismatch and disturbances. Long-term scenarios-including meals and physiological parameter variations-are simulated and the results are satisfactory as every hyperglycemic and hypoglycemic episodes are suitably controlled.
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Dates et versions

hal-02660136 , version 1 (02-12-2020)

Identifiants

Citer

Alejandro Hernan Gonzalez, Pablo S. Rivadeneira, Antonio Ferramosca, Nicolas Magdelaine, Claude H. Moog. Stable Impulsive Zone MPC for Type 1 Diabetic Patients based on a long-term model. Optimal Control Applications and Methods, 2020, Control for Hybrid Systems: Applications and Methods for Adaptation and Optimality, 41 (6), pp.2115-2136. ⟨10.1002/oca.2647⟩. ⟨hal-02660136⟩
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