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

DSpace/Manakin Repository

Show simple item record

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


Files in this item

 

Show simple item record

Related Items

Search DUGiDocs


Browse

My Account

Statistics

Impact

This file is restricted

The file you are attempting to access is a restricted file and requires credentials to view. Please login below to access the file.

  1. We will contact you via the email address you have provided us.

Request a copy to the author

When filling up the form you are requesting to the author or main author a copy of his/her article, which is stored in the institutional repository (DUGiDocs). Author decides himself/herlself whether it is appropiate to deliver a copy of the document to the requester or nott. In any case, the Library of the UdG doesn't participate in the process, as it isn't allowed to deliver any restricted articles.