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Abu-Rmileh, Amjad Hisham Ahmad
GarcÃa-GabÃn, Winston |
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| 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 | |
| http://hdl.handle.net/2072/63318 | |
| eng | |
| IEEE | |
| Tots els drets reservats | |
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Control predictiu
Diabetis Glucèmia -- Simulació per ordinador Simulació per ordinador Blood sugar -- Computer simulation Computer simulation Diabetes Predictive control |
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| A Gain Scheduling Model Predictive Controller for Blood Glucose Control in Type 1 Diabetes | |
| info:eu-repo/semantics/article | |
| Recercat |
