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Differential Flatness based Run-to-Run Control of Blood Glucose for People with Type 1 Diabetes

机译:基于差异平坦度的1型糖尿病患者血糖的运行控制

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The objective of this paper is to develop an open loop insulin input profile over a span of 24 hours which makes the glucose trajectory of a Type 1 diabetic person track a target glucose trajectory. The Bergman minimal model is chosen to represent the glucose-insulin dynamics which is shown to be differentially flat. An optimal control problem is posed by parameterizing the differentially flat output of the Bergman model using Fourier series, to result in an input profile that can be repeatedly administered every day. The solution to the optimization problem is then shown to present acceptable performance in terms of tracking and adhering to imposed constraints.
机译:本文的目的是在24小时内开发开环胰岛素输入曲线,使1型糖尿病患者的葡萄糖轨迹跟踪目标葡萄糖轨迹。选择了伯格曼最小模型来表示葡萄糖-胰岛素动力学,该动力学显示为差异平坦的。通过使用傅里叶级数对Bergman模型的微分平坦输出进行参数设置,会导致最优控制问题,从而导致可以每天重复管理的输入配置文件。然后,针对跟踪问题并遵守所施加的约束条件,显示了对优化问题的解决方案可提供可接受的性能。

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