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

机译:双激素滑模控制器应用于1型糖尿病患者的血糖调节

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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.
机译:提出了一种用于双激素人工胰腺炎的控制算法,以合并胰岛素和胰高血糖素的作用,旨在避免出现低血糖和高血糖事件。利用这种控制算法来确保1型糖尿病患者的血糖调节。所使用的数学模型具有实验验证性,并代表了葡萄糖-胰岛素-胰高血糖素的动力学。使用具有和不具有边界层的一阶滑模控制器。人们甚至希望在有限的时间内达到闭环控制系统的平衡状态,甚至在存在与进给有关的干扰的情况下。假设状态是已知的,则提供稳定性证明。在仿真结果中,使用精确的微分器以恢复与系统的未测量状态变量关联的信息。最后,通过数值算例对两种控制策略的性能进行了评价。

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