Ítem
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Abu-Rmileh, Amjad Hisham Ahmad
García-Gabín, Winston |
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| 2010 | |
| 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 the controller. The simulation results show a good controller performance in fasting conditions and meal disturbance rejection, and robustness against model–patient mismatch and errors in meal estimation | |
| application/pdf | |
| Abu-Rmileh, A., i Garcia-Gabin, W. (2010). A Gain Scheduling Model Predictive Controller for Blood Glucose Control in Type 1 Diabetes. IEEE Transactions on Biomedical Engineering, 57, 10, 2478-2484. Recuperat 08 abril 2011, a http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5289987 | |
| 0018-9294 | |
| http://hdl.handle.net/10256/2549 | |
| eng | |
| IEEE | |
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Reproducció digital del document publicat a: http://dx.doi.org/10.1109/TBME.2009.2033663 Articles publicats (D-EEEiA) |
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| © IEEE Transactions on Biomedical Engineering, vol. 57, núm. 10, pp. 2478-2484 | |
| 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 | |
| DUGiDocs |
