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Closed-loop glucose control: Application to the Euglycemic Hyperinsulinemic Clamp

机译:闭环葡萄糖控制:在正常血糖高胰岛素钳夹中的应用

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The Euglycemic Hyperinsulinemic Clamp (EHC) is considered the gold standard experiment for the determination of insulin sensitivity. It consists of a nontrivial perturbation experiment, during which large amounts of insulin are administered intra-venously to the subject, and exogenous glucose is administered, according to given protocols, in order to keep glycemia constant. This note proposes a closed-loop glucose control methodology for the EHC. A Delay Differential Equation (DDE) model of the EHC is considered to synthesize the control law. The use of an observer for nonlinear DDE systems allows the use of only glucose measurements in order to design the feedback (instead of insulin measurements, which are less accurate, more expensive and more cumbersome to obtain). The main result consists in the proof of convergence of the observer estimate error in case of a piecewise-constant control, which is what occurs in practice by intermittent manual regulation of the glucose infusion pump. Numerical results show the effectiveness of the proposed methodology.
机译:正常血糖高胰岛素钳夹(EHC)被认为是确定胰岛素敏感性的金标准实验。它由一个非平凡的摄动实验组成,在该实验中,根据给定的方案静脉内向受试者静脉内注射大量胰岛素,并给予外源葡萄糖以保持血糖恒定。本说明提出了EHC的闭环葡萄糖控制方法。 EHC的时滞微分方程(DDE)模型被认为可以综合控制律。对于非线性DDE系统,使用观察器只能使用葡萄糖测量值来设计反馈(而不是胰岛素测量值,因为胰岛素测量值的准确性较低,更昂贵且获取起来比较麻烦)。主要结果在于在分段恒定控制的情况下观察者估计误差的收敛性证明,这在实践中是通过葡萄糖输注泵的间歇手动调节而发生的。数值结果表明了该方法的有效性。

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