Bihormonal Sliding Mode Controller Applied to Blood Glucose Regulation in Patients with Type 1 Diabetes

Manuchi Dansa, Victor Hugo Pereira Rodrigues, T. R. Oliveira
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引用次数: 3

Abstract

Control algorithms for a bihormonal artificial pan-Creas are proposed in such a way that insulin and glucagon actions are incorporated, aiming to avoid hypoglycemic and hyperglycemic episodes. Such control algorithms are utilized in order to ensure the blood glucose regulation in type 1 diabetic patients. The mathematical model utilized has experimental validation and represents the glucose-insulin-glucagon dynamics. First-Order Sliding Mode Controllers with and without Boundary Layer were utilized. One desires to reach, in finite time, an equilibrium condition of the closed-loop control system, even in the presence of disturbances related to feeding. The stability proof is presented assuming that the state is known. In the simulation results, exact differentiators are used in order to recover the information associated with the unmeasured state variables of the system. At last, the performance of two control strategy is evaluated by means of numerical examples.
双激素滑模控制器在1型糖尿病患者血糖调节中的应用
提出了一种双激素人工泛creas的控制算法,该算法将胰岛素和胰高血糖素的作用结合起来,旨在避免低血糖和高血糖发作。采用这种控制算法是为了保证1型糖尿病患者的血糖调节。所建立的数学模型经过实验验证,反映了葡萄糖-胰岛素-胰高血糖素的动力学过程。采用带边界层和不带边界层的一阶滑模控制器。人们希望在有限的时间内达到闭环控制系统的平衡状态,即使存在与进料有关的干扰。在状态已知的情况下,给出了稳定性证明。在仿真结果中,精确微分器用于恢复与系统未测量状态变量相关的信息。最后,通过数值算例对两种控制策略的性能进行了评价。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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