A Robust H∞ Control Approach for Blood Glucose Regulation in Type-1 Diabetes

التفاصيل البيبلوغرافية
العنوان: A Robust H∞ Control Approach for Blood Glucose Regulation in Type-1 Diabetes
المؤلفون: Louis Cassany, Antoine Pirog, Sylvie Renaud, Hector Rios, Roberto Franco, Loic Olcomendy, Yannick Bornat, Bogdan Catargi, Jérôme Cieslak, David Henry, David Gucik-Derigny, A. Ferreira de Loza
المصدر: IFAC-PapersOnLine. 54:460-465
بيانات النشر: Elsevier BV, 2021.
سنة النشر: 2021
مصطلحات موضوعية: Insulin pump, Type 1 diabetes, Control and Systems Engineering, Computer science, Control theory, Diabetes mellitus, Benchmark (computing), medicine, Linear model, H control, Blood sugar regulation, medicine.disease
الوصف: The paper addresses the design of a H∞ closed-loop dedicated to Blood Glucose (BG) regulation for patients affected by Type-1 Diabetes Mellitus (T1DM). The closed-loop setup is standard, i.e. the H∞ feedback controller uses the information provided by a subcutaneous sensor to drive an insulin pump but as opposed to current existing solutions, it is proposed to assess the capabilities of a H∞ controller to be designed in a patient-independent way. For that purpose, the design is performed on a family of linear models in order to tackle the variability of a cohort of T1DM patients. Worst-case performance and robust margins are next computed with the help of the H∞/µ-analysis theory. The solution is finally assessed on the adult cohort of the high-fidelity UVA/Padova benchmark (v3.2), accepted by the US Food and Drug Administration (FDA) as a substitute for pre-clinical testing of control strategies.
تدمد: 2405-8963
URL الوصول: https://explore.openaire.eu/search/publication?articleId=doi_________::0e65b58e6b3f8da8eb0b83bd0aa51c3f
https://doi.org/10.1016/j.ifacol.2021.10.299
حقوق: OPEN
رقم الأكسشن: edsair.doi...........0e65b58e6b3f8da8eb0b83bd0aa51c3f
قاعدة البيانات: OpenAIRE