Robust control of type 1 diabetes using μ-synthesis

Levente Kovács, Andras Gyorgy, Balázs Kulcsár, Péter Szalay, Balázs Benyó, Zoltán Benyó

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Robust servo control of type 1 diabetes is presented from a control theoretic perspective in this paper. Using a recently published glucose-insulin model, first the transformation of the model to the type 1 diabetes case is performed. Then, by parametric nonlinear model sensitivity analysis using a gridding method, the uncertainty around the nominal model is characterized. The viability of the robust servo, linear μ-control algorithm tested in highly nonlinear closed-loop simulation environment is realized by a two degree-of-freedom robust controller. Robust performance requirements are achieved and glucose level tracking is ensured under unknown and realistic exogenous meal disturbance.

Original languageEnglish (US)
Title of host publicationUKACC International Conference on CONTROL 2010
Pages571-576
Number of pages6
Volume2010
Edition4
DOIs
StatePublished - Dec 1 2010
EventUKACC International Conference on CONTROL 2010 - Coventry, United Kingdom
Duration: Sep 7 2010Sep 10 2010

Other

OtherUKACC International Conference on CONTROL 2010
CountryUnited Kingdom
CityCoventry
Period9/7/109/10/10

Fingerprint

Medical problems
Robust control
Glucose
Insulin
Sensitivity analysis
Controllers

Keywords

  • μ-synthesis
  • Glucose tracking
  • Robust control
  • Type 1 diabetes
  • Uncertainty

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

Cite this

Kovács, L., Gyorgy, A., Kulcsár, B., Szalay, P., Benyó, B., & Benyó, Z. (2010). Robust control of type 1 diabetes using μ-synthesis. In UKACC International Conference on CONTROL 2010 (4 ed., Vol. 2010, pp. 571-576). [0345] https://doi.org/10.1049/ic.2010.0345

Robust control of type 1 diabetes using μ-synthesis. / Kovács, Levente; Gyorgy, Andras; Kulcsár, Balázs; Szalay, Péter; Benyó, Balázs; Benyó, Zoltán.

UKACC International Conference on CONTROL 2010. Vol. 2010 4. ed. 2010. p. 571-576 0345.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kovács, L, Gyorgy, A, Kulcsár, B, Szalay, P, Benyó, B & Benyó, Z 2010, Robust control of type 1 diabetes using μ-synthesis. in UKACC International Conference on CONTROL 2010. 4 edn, vol. 2010, 0345, pp. 571-576, UKACC International Conference on CONTROL 2010, Coventry, United Kingdom, 9/7/10. https://doi.org/10.1049/ic.2010.0345
Kovács L, Gyorgy A, Kulcsár B, Szalay P, Benyó B, Benyó Z. Robust control of type 1 diabetes using μ-synthesis. In UKACC International Conference on CONTROL 2010. 4 ed. Vol. 2010. 2010. p. 571-576. 0345 https://doi.org/10.1049/ic.2010.0345
Kovács, Levente ; Gyorgy, Andras ; Kulcsár, Balázs ; Szalay, Péter ; Benyó, Balázs ; Benyó, Zoltán. / Robust control of type 1 diabetes using μ-synthesis. UKACC International Conference on CONTROL 2010. Vol. 2010 4. ed. 2010. pp. 571-576
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