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  • 标题:A Robust H ∞ Control Approach for Blood Glucose Regulation in Type-1 Diabetes
  • 本地全文:下载
  • 作者:L. Cassany ; D. Gucik-Derigny ; J. Cieslak
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2021
  • 卷号:54
  • 期号:15
  • 页码:460-465
  • DOI:10.1016/j.ifacol.2021.10.299
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThe paper addresses the design of aH∞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.theH∞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 aH∞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.
  • 关键词:KeywordsBlood Glucose RegulationH∞controlType 1 Diabetes Mellitus
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