A New Glycemic closed-loop control based on Dyna-Q for Type-1-Diabetes

S Del Giorno, F D'Antoni, V Piemonte… - … Signal Processing and …, 2023 - Elsevier
Abstract Objective: Type 1 Diabetes Mellitus is an autoimmune disease which requires
constant care from patients. Continuous Glucose Monitoring (CGM) devices allow to keep …

Constrained Versus Unconstrained Model Predictive Control for Artificial Pancreas

C Toffanin, L Magni - IEEE Transactions on Control Systems …, 2023 - ieeexplore.ieee.org
The technological advances reached in the last years released portable devices with high
computational capabilities and able to overcome the relevant hardware limitations of the …

Interval Safety Layer Coupled With an Impulsive MPC for Artificial Pancreas to Handle Intrapatient Variability

MF Villa-Tamayo, M García-Jaramillo… - Frontiers in …, 2022 - frontiersin.org
The aim of control strategies for artificial pancreas systems is to calculate the insulin doses
required by a subject with type 1 diabetes to regulate blood glucose levels by reducing …

Improving Energy Management in Artificial Pancreas Using an Event-Trigger MPC Strategy

JE Goez-Mora, PS Rivadeneira - Workshop on Engineering Applications, 2024 - Springer
An MPC control strategy activated by events is developed, where the event determines
when to perform the control calculation and, therefore, when to apply insulin to the person …

Towards Event-Trigger Impulsive MPC for the Treatment of T1DM Handling Limited Resources

JE Goez-Mora, MA Vallejo, PS Rivadeneira - Workshop on Engineering …, 2021 - Springer
Tight control of blood glucose is a difficult task in patients with type I diabetes. Nowadays,
the artificial pancreas is becoming an auspicious treatment for them. It consists of an insulin …

[PDF][PDF] DE L'UNIVERSITÉ DE BORDEAUX

L CASSANY - 2022 - theses.hal.science
Recent advancements in CGM sensors (Continuous Glucose Monitoring) and insulin pumps
considerably improved the treatment of diabetes. However, CGM sensors can only measure …

Modélisation et régulation de la glycémie dans la maladie du diabète

L Cassany - 2022 - theses.hal.science
Aujourd'hui, les technologies de mesure CGM (Continuous Glucose Monitoring) et
d'insulinothérapie par pompe à insuline révolutionnent le traitement du diabète. Les …