1. In silico validation of a customizable fully-autonomous artificial pancreas with coordinated insulin, glucagon and rescue carbohydrates.
- Author
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Sanz, Ricardo, Sala-Mira, Iván, Furió-Novejarque, Clara, García, Pedro, Díez, José-Luis, and Bondia, Jorge
- Subjects
TYPE 1 diabetes ,ARTIFICIAL pancreases ,GLUCAGON ,HYPOGLYCEMIA ,CARBOHYDRATES ,INSULIN - Abstract
Artificial pancreas systems should be designed considering different patient profiles, which is challenging from a control theory perspective. In this paper, a flexible-hybrid dual-hormone control algorithm for an artificial pancreas is proposed. The algorithm handles announced/unannounced meals by means of a non-interacting feedforward scheme that safely incorporates prandial boluses. Also, a coordination strategy is employed to distribute the counter-regulatory actions, which can be delivered as a continuous glucagon infusion via an automated pump, as an oral rescue carbohydrate recommendation, or as a rescue glucagon dose recommendation to be administrated through a glucagon pen. The different configurations of the proposed controller were evaluated in silico using a 14-day virtual scenario with random meal intakes and exercise sessions, achieving above 80% time-in-range and low time spent in hypoglycemia. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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