作为时滞系统的T1DM主体:建模与自适应控制

T. Ludwig, Ivan Ottinger, Marian Tarnik, E. Miklovičová
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引用次数: 4

摘要

本文建立了1型糖尿病(T1DM)受试者模型。该模型由两部分组成。葡萄糖和胰岛素血浆动力学是从葡萄糖动力学的最小模型中推断出来的,通常用于分析静脉葡萄糖耐量试验(IVGTT)的结果。皮下胰岛素和皮下葡萄糖动力学被建模为一个时间延迟。将餐报信息作为测量扰动信号,提出了扰动模型。该模型为T1DM患者自动维持正常血糖的自适应控制算法的设计奠定了基础。本文还简要介绍了自适应控制算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
T1DM subject as a time-delay system: Modeling and adaptive control
Type 1 Diabetes Mellitus (T1DM) subject model is presented in this paper. The model consists of two parts. A glucose and insulin plasma kinetics is inferred from a minimal model of glucose kinetics commonly used to analyze the results of an intravenous glucose tolerance test (IVGTT). A subcutaneous insulin and a subcutaneous glucose kinetics are modeled as a time-delay. A meal announcement information is considered as a measured disturbance signal and a disturbance model is also proposed. The presented model serves as a base for the design of an adaptive control algorithm for automatic normoglycemia maintaining in T1DM subject. The adaptive control algorithm is also briefly presented in the paper.
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