LPV fault detection of glucose-insulin system

L. Kovács, B. Kulcsár, J. Bokor, Z. Bcnyó

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

18 Citations (Scopus)

Abstract

A new approach is proposed in the paper for unknown glucose inlet estimation in case of diabetic patients under insensitive care in form of a Linear Parameter Varying (LPV) model class. The nonlinear two compartment glucose-insulin system is rewritten in affine parameter varying form in order to handle the dynamics with LPV Fault Detection and Isolation (FDI) method. The aim of the closed-loop fault detection, on the one hand, is to estimate the unknown disturbance input of the system, on the other hand to recognize the actuator fault. A parameter varying controller assures the performance requirements and stability of the system.

Original languageEnglish
Title of host publication14th Mediterranean Conference on Control and Automation, MED'06
DOIs
Publication statusPublished - Dec 1 2006
Event14th Mediterranean Conference on Control and Automation, MED'06 - Ancona, Italy
Duration: Jun 28 2006Jun 30 2006

Publication series

Name14th Mediterranean Conference on Control and Automation, MED'06

Other

Other14th Mediterranean Conference on Control and Automation, MED'06
CountryItaly
CityAncona
Period6/28/066/30/06

Keywords

  • Diabetes
  • FDI
  • Fundamental problem in residual generation
  • Glucose-insulin system
  • LPV

ASJC Scopus subject areas

  • Computer Science Applications
  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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  • Cite this

    Kovács, L., Kulcsár, B., Bokor, J., & Bcnyó, Z. (2006). LPV fault detection of glucose-insulin system. In 14th Mediterranean Conference on Control and Automation, MED'06 [1700713] (14th Mediterranean Conference on Control and Automation, MED'06). https://doi.org/10.1109/MED.2006.328697