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.

Robust controller

Gain-scheduling

Output feedback

Quadratic stability

Type 1 diabetes mellitus model

LPV system

Författare

Adrian Ilka

Chalmers, Signaler och system, Signalbehandling och medicinsk teknik

Ivan Ottinger

Unknown organization

Tomáš Ludwig

Unknown organization

Marián Tárník

Unknown organization

Vojtech Veselý

Unknown organization

Eva Miklovičová

Unknown organization

Ján Murgaš

Unknown organization

International Review of Automatic Control

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

Vol. 8 155-162

Ämneskategorier

Reglerteknik

DOI

10.15866/ireaco.v8i2.5554