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GPC for Diabetes Control without Meal Annoucement - Control Loop Design and Control Performance Study

机译:GPC用于无需膳食的糖尿病控制-控制回路设计和控制性能研究

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摘要

This paper presents a performance study of a Generalized Predictive Controller (GPC) for glucose regulation in Type 1 Diabetes Mellitus (T1DM). The performance study is based on the simulation experiments using T1DM subject simulator reported in literature. The GPC algorithm is designed and tuned, while no meal announcement is considered. The comparison with the PID control results reported in the literature is provided.
机译:本文介绍了一种用于1型糖尿病(T1DM)葡萄糖调节的通用预测控制器(GPC)的性能研究。性能研究是基于文献报道的使用T1DM主题模拟器进行的模拟实验。 GPC算法是经过设计和调整的,而无需考虑进餐通知。提供了与文献中报道的PID控制结果的比较。

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