Closed-loop control of blood glucose level in type-1 diabetics: A simulation study

Selim Soylu, K. Danisman, Ibrahim Ethem Saçu, M. Alçı
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引用次数: 18

Abstract

Survey on diabetes is one of the popular fields of biomedical signal processing. In this paper, a closed-loop system which utilizes modified Stolwijk-Hardy glucose insulin interaction model is considered. The modified model was derived by adding an exogenous insulin infusion term. Two control algorithms are used for exogenous insulin infusion: a Mamdani type fuzzy logic controller (FLC), and a fuzzy-PID controller. Simulations are performed to assess control function in terms of keeping desired steady state plasma glucose level (0.81 mg/ml) against to exogenous glucose input. Simulation results are notable and significant in terms of controlling blood glucose level (BGL). The control algorithms that applied to the model are firstly proposed, therefore this study is made a contribution to the literature.
1型糖尿病患者血糖水平闭环控制的模拟研究
糖尿病调查是生物医学信号处理的热门领域之一。本文考虑采用改进的Stolwijk-Hardy葡萄糖-胰岛素相互作用模型的闭环系统。修正后的模型通过加入外源性胰岛素输注项而得到。外源性胰岛素输注采用两种控制算法:Mamdani型模糊逻辑控制器(FLC)和模糊pid控制器。模拟进行评估控制功能方面保持理想的稳态血浆葡萄糖水平(0.81 mg/ml)对抗外源性葡萄糖输入。模拟结果在控制血糖水平(BGL)方面具有显著意义。首先提出了应用于模型的控制算法,因此本研究对文献做出了贡献。
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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