Robust Controller Design for T1DM Individualized Model: Gain-Scheduling Approach
Artikel i vetenskaplig tidskrift, 2015

This paper deals with the robust gain-scheduled controller design for individualized type 1 diabetes mellitus (T1DM) subject model. The controller is designed using LPV model created from T1DM minimal model with two additional subsystems - absorption of digested carbohydrates and subcutaneous insulin absorption. Data collected from continuous glucose monitoring with the help of pharmacodynamics and pharmacokinetics characteristics were used for model identification. The closed-loop stability and cost for all scheduled parameters is guaranteed by the controller design approach. The benefits of the presented approach are shown in the simulation results.

Type 1 diabetes mellitus model

Output feedback

Quadratic stability

Gain-scheduling

LPV system

Robust controller

Författare

Ivan Ottinger

Tomáš Ludwig

Marián Tárník

Vojtech Veselý

Eva Miklovičová

Ján Murgaš

International Review of Automatic Control

1974-6059 (ISSN) 1974-6067 (eISSN)

Vol. 8 155-162

Ämneskategorier

Reglerteknik

DOI

10.15866/ireaco.v8i2.5554