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

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dc.contributor.author Abu-Rmileh, Amjad Hisham Ahmad
dc.contributor.author García-Gabín, Winston
dc.date.issued 2010
dc.identifier.citation 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
dc.identifier.issn 0018-9294
dc.identifier.uri http://hdl.handle.net/10256/2549
dc.description.abstract 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
dc.format.mimetype application/pdf
dc.language.iso eng
dc.publisher IEEE
dc.relation.isformatof Reproducció digital del document publicat a: http://dx.doi.org/10.1109/TBME.2009.2033663
dc.relation.ispartof © IEEE Transactions on Biomedical Engineering, vol. 57, núm. 10, pp. 2478-2484
dc.relation.ispartofseries Articles publicats (D-EEEiA)
dc.rights Tots els drets reservats
dc.subject Control predictiu
dc.subject Diabetis
dc.subject Glucèmia -- Simulació per ordinador
dc.subject Simulació per ordinador
dc.subject Blood sugar -- Computer simulation
dc.subject Computer simulation
dc.subject Diabetes
dc.subject Predictive control
dc.title A Gain Scheduling Model Predictive Controller for Blood Glucose Control in Type 1 Diabetes
dc.type info:eu-repo/semantics/article
dc.identifier.doi http://dx.doi.org/10.1109/TBME.2009.2033663

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