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

dc.contributor.author	Abu-Rmileh, Amjad
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	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