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  • 标题:Effective Control of Glycemia using a Simple Discrete-delay Model
  • 本地全文:下载
  • 作者:Claudio Gaz ; Andrea De Gaetano ; Costanzo Manes
  • 期刊名称:IFAC PapersOnLine
  • 印刷版ISSN:2405-8963
  • 出版年度:2017
  • 卷号:50
  • 期号:1
  • 页码:13526-13531
  • DOI:10.1016/j.ifacol.2017.08.2345
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractType-2 Diabetes Mellitus (T2DM) is a metabolic syndrome characterized by low insulin sensitivity, so that higher amounts of insulin are required in order to keep glycemia in a safe range (approximately, 60 ~ 110 mg/dl or, equivalently, 3.33 ~ 6.11 mM). Although insulin resistance and T2DM are often treated without exogenous insulin administration, the possibility to early treat pre-diabetic states or T2DM patients with insulin administration could be envisaged if the clinical need exists (e.g. surgical stress, infection). The present work introduces a possible new therapeutic insulin administration dosing approach for T2DM patients. The IVGTT glycemia and insulinemia profiles of a diseased patient are collected and, successively, its metabolic parameters are obtained by fitting a compact delay model to those data. Then a controller is designed exploiting the previous model as a tool. Finally, the tuned controller is applied to the patient as an artificial pancreas supplying external insulin administration. The results are shown on a virtual patient, whose behavior is described by a comprehensive, validated extensive model.
  • 关键词:Keywordsartificial pancreasdiabetesphysiological modelmodelingidentificationcontrol of physiologicalclinical variablesT2DMinsulin-resistanceIVGTT
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