Overnight Control of Blood Glucose in People with Type 1 Diabetes

Research output: Chapter in Book/Report/Conference proceedingArticle in proceedings – Annual report year: 2012Researchpeer-review

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In this paper, we develop and test a Model Predictive Controller (MPC) for overnight stabilization of blood glucose in people with type 1 diabetes. The controller uses glucose measurements from a continuous glucose monitor (CGM) and its decisions are implemented by a continuous subcutaneous insulin infusion (CSII) pump. Based on a priori patient information, we propose a systematic method for computation of the model parameters in the MPC. Safety layers improve the controller robustness and reduce the risk of hypoglycemia. The controller is evaluated in silico on a cohort of 100 randomly generated patients with a representative intersubject variability. This cohort is simulated overnight with realistic variations in the insulin sensitivities and needs. Finally, we provide results for the first tests of this controller in a real clinic.
Original languageEnglish
Title of host publicationBiological and Medical Systems
Volume8
Publication date2012
Pages73-78
ISBN (Print)978-3-902823-10-6
DOIs
Publication statusPublished - 2012
Event8th IFAC Symposium on Biological and Medical Systems - Budapest, Hungary
Duration: 29 Aug 201231 Aug 2012
http://bms.iit.bme.hu/

Conference

Conference8th IFAC Symposium on Biological and Medical Systems
CountryHungary
CityBudapest
Period29/08/201231/08/2012
Internet address
SeriesIFAC Proceedings Volumes (IFAC-PapersOnline)
CitationsWeb of Science® Times Cited: No match on DOI

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