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Glycaemic stability of the diabetic patient and therapeutic adjustments

机译:糖尿病患者的血糖稳定性和治疗调整

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In previous papers, we provided a modeling of the behavior "insulin delivery/glycaemia" of the diabetic patient under continuous insulin infusion, continuous glucose monitoring and we provided a method of regulation of his glycaemia. This behavioral model is bilinear, predicting the behavior on an interval of 15 minutes, with an average error of 15%. And consequently, the model is adjusted for every 15 minutes. The aim of this paper is to study the Bounded-Input-Bounded-Output (BIBO) stability of the bilinear model in order to point out that the patient is entering in a period of stable/unstable equilibrium. In case of stable equilibrium, the prediction will be valid for a longer time interval, when in case of unstable equilibrium, it will leads one to reduce the time intervals and to pilot closely the variations of insulin delivery. The BIBO stability is studied by computing the generating series G of the model. This series, generalization of the transfer fuction, presents an usefull tool for analyzing the stability of bilinear systems. It is a rational power series in noncommutative variables and by evaluating it, a formal expression of the output in form of iterated integrals is provided. Three cases arise: firstly, the output can be explicitly computed; secondly, the output can be bounded/unbounded if the input is bounded; thirdly, no conclusion seems available about the BIBO stability by using G. In this case, we propose a stabilizing constant input η by studying the univariate series G{sub}η.
机译:在先前的论文中,我们提供了在连续胰岛素输注中的糖尿病患者的行为“胰岛素递送/甘草血症”的建模,连续葡萄糖监测,我们提供了一种调节他的血糖症的方法。这种行为模型是双线性的,预测行为为15分钟,平均误差为15%。因此,该模型进行了每15分钟调整一次。本文的目的是研究双线性模型的有界输入的界限输出(BIBO)稳定性,以指出患者在稳定/不稳定平衡时期进入。在稳定平衡的情况下,预测将对更长的时间间隔有效,当在不稳定的平衡的情况下,它将导致一个以减少时间间隔并密切地将胰岛素递送的变化密切相关。通过计算模型的产生系列G研究了BIBO稳定性。该系列,转移职业的泛化,介绍了用于分析双线性系统稳定性的有用工具。它是非容性变量中的合理功率系列,并通过评估其形式的迭代积分形式的正式表达。三种情况出现:首先,可以明确计算输出;其次,如果输入界限,则可以界定/无界限度;第三,没有结论似乎通过使用G.在这种情况下,我们提出了通过研究单变量系列g {sub}η来提出稳定恒定输入η。

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