Exploring Equilibrium Points in a Long-term Glucose-insulin Model for Type I Diabetes: MPC Application in Automated Insulin Delivery Systems Using Functional Insulin Therapy Tools

Exploring Equilibrium Points in a Long-term Glucose-insulin Model for Type I Diabetes: MPC Application in Automated Insulin Delivery Systems Using Functional Insulin Therapy Tools

This study explores a novel approach to regulate blood glucose levels in individuals with type I diabetes, employing the widely used model predictive control (MPC) strategy in type 1 diabetes mellitus therapy and clinical trials. The MPC algorithm is implemented based on Magdelaine’s long-term gluco...

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Bibliographic Details
Main Authors: Amor Hamata, Salim Aissi
Format: Article
Language:English
Published: Bulgarian Academy of Sciences 2025-03-01
Series:International Journal Bioautomation
Subjects:
type i diabetes
equilibrium points
open-loop therapy
closed-loop control therapy
model predictive control
functional insulin therapy tools
time in range
Online Access:http://www.biomed.bas.bg/bioautomation/2025/vol_29.1/files/29.1_04.pdf
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