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A Feedback Glucose Control Strategy for Type II Diabetes Mellitus

机译:II型糖尿病的反馈葡萄糖控制策略

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Type II diabetes mellitus is characterized by both insulin resistance and β-cell failure. Although patients with type II diabetes mellitus are not initially dependent on insulin, the introduction of insulin therapy becomes one of the most effective methods of attaining good glycemic control. In this work, a proportional-integral-derivative (PID) controller is implemented to maintain normoglycemia in a simulated Type II diabetic patient using a closed-loop insulin infusion pump. The simulation employs a compartment model, which represents the glucose regulatory system and includes submodels representing the absorption of subcutaneously administered short-acting insulin and gut absorption. The feedback control system returns blood glucose to normoglycemic ranges after a meal disturbance. The settling time is similar to that of a non-diabetic. These results demonstrate the potential use of control algorithms for regulation of blood glucose by insulin for Type II diabetic patients.
机译:II型糖尿病的特征是胰岛素抵抗和β细胞衰竭。尽管II型糖尿病患者最初并不依赖胰岛素​​,但引入胰岛素疗法已成为实现良好血糖控制的最有效方法之一。在这项工作中,采用比例积分微分(PID)控制器来实现,以使用闭环胰岛素输注泵维持模拟II型糖尿病患者的正常血糖水平。该模拟采用代表葡萄糖调节系统的区室模型,并包括代表皮下施用的短效胰岛素的吸收和肠吸收的子模型。膳食控制后,反馈控制系统可使血糖恢复到正常血糖范围。稳定时间类似于非糖尿病人的稳定时间。这些结果证明了II型糖尿病患者通过胰岛素调节血糖的控制算法的潜在用途。

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