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DUGi: Ítem | Recercat - A Gain Scheduling Model Predictive Controller for Blood Glucose Control in Type 1 Diabetes

Ítem


A Gain Scheduling Model Predictive Controller for Blood Glucose Control in Type 1 Diabetes

This paper presents a control strategy for blood glucose(BG) level regulation in type 1 diabetic patients. To design the controller, model-based predictive control scheme has been applied to a newly developed diabetic patient model. The controller is provided with a feedforward loop to improve meal compensation, a gain-scheduling scheme to account for different BG levels, and an asymmetric cost function to reduce hypoglycemic risk. A simulation environment that has been approved for testing of artificial pancreas control algorithms has been used to test thecontroller. The simulation results show a good controller performance in fasting conditions and meal disturbance rejection, and robustness against model–patient mismatch and errors in mealestimation

IEEE

Autor: Abu-Rmileh, Amjad Hisham Ahmad
García-Gabín, Winston
Resum: This paper presents a control strategy for blood glucose(BG) level regulation in type 1 diabetic patients. To design the controller, model-based predictive control scheme has been applied to a newly developed diabetic patient model. The controller is provided with a feedforward loop to improve meal compensation, a gain-scheduling scheme to account for different BG levels, and an asymmetric cost function to reduce hypoglycemic risk. A simulation environment that has been approved for testing of artificial pancreas control algorithms has been used to test thecontroller. The simulation results show a good controller performance in fasting conditions and meal disturbance rejection, and robustness against model–patient mismatch and errors in mealestimation
Accés al document: http://hdl.handle.net/2072/63318
Llenguatge: eng
Editor: IEEE
Drets: Tots els drets reservats
Matèria: Control predictiu
Diabetis
Glucèmia -- Simulació per ordinador
Simulació per ordinador
Blood sugar -- Computer simulation
Computer simulation
Diabetes
Predictive control
Títol: A Gain Scheduling Model Predictive Controller for Blood Glucose Control in Type 1 Diabetes
Tipus: info:eu-repo/semantics/article
Repositori: Recercat

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