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Multilevel model based glucose control for type-1 diabetes patients
KTH, School of Electrical Engineering (EES), Automatic Control. (Automatic Control Laboratory)
KTH, School of Electrical Engineering (EES), Automatic Control. (Automatic Control Laboratory)
2013 (English)In: 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2013, 3917-3920 p.Conference paper, Published paper (Refereed)
Abstract [en]

Diabetes is a disease that involves alterationsat multiple biological levels, ranging from intracellular sig-nalling to organ processes. Since glucose homeostasis is theconsequence of complex interactions that involve a numberof factors, the control of diabetes should be based on amultilevel analysis. In this paper, a novel approach to designof closed-loop glucose controllers based on multilevel models ispresented. A control scheme is proposed based on combininga pharmacokinetic/pharmacodynamic model with an insulinsignal transduction model for type 1 diabetes mellitus patients.Based on this, an insulin feedback control schemes is designed.Two main advantages of explicitly utilizing information at theintracellular level were obtained. First, significant reductionof hypoglycaemic risk by reducing the undershoot in glucoselevels in response to added insulin. Second, robust performancefor inter-patient changes, demonstrated through application ofthe multilevel control strategy to a well establishedin silicopopulation of diabetic patients.

Place, publisher, year, edition, pages
2013. 3917-3920 p.
Keyword [en]
Glucose closed-loop control, Type 1 diabetes mellitus, PID
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:kth:diva-120489DOI: 10.1109/EMBC.2013.6610401ISI: 000341702104091Scopus ID: 2-s2.0-84886457511ISBN: 978-145770216-7 (print)OAI: oai:DiVA.org:kth-120489DiVA: diva2:615423
Conference
35th Annual International IEEE EMBS Conference; Osaka International Convention Center, Osaka, Japan, July 3-7 2013
Note

QC 20131118

Available from: 2013-04-10 Created: 2013-04-10 Last updated: 2014-10-27Bibliographically approved

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CiteExportLink to record
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Citation style
  • apa
  • harvard1
  • ieee
  • modern-language-association-8th-edition
  • vancouver
  • Other style
More styles
Language
  • de-DE
  • en-GB
  • en-US
  • fi-FI
  • nn-NO
  • nn-NB
  • sv-SE
  • Other locale
More languages
Output format
  • html
  • text
  • asciidoc
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