Model Reference Adaptive Control on Glucose for the Treatment of Diabetes Mellitus

A. Wahab, Y. Kong, Hiok Chai Quek
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引用次数: 15

Abstract

Diabetes mellitus is one of the top five killer among both man and woman world wide. Type I diabetes is caused by the failure to produce sufficient insulin which leads to an uncontrolled increase in blood glucose. Prolong elevated glucose level of above 150-160mg/dl poses significant health risk with possible long lasting effect. Human assisted insulin injection through compartmental model schedules are basically open loop system. This paper attempts to close the loop by employing model reference adaptive control on a controller to adaptively control the glucose level of the patient via an infusion pump. Simulation results show the potential of using fuzzy type controllers for finer regulation and its practical applications
模型参考自适应控制血糖治疗糖尿病
糖尿病是全世界男性和女性的五大杀手之一。1型糖尿病是由于不能产生足够的胰岛素而导致血糖不受控制的升高。血糖水平持续升高150-160mg/dl以上会对健康造成重大风险,并可能产生长期影响。人辅助胰岛素注射通过室室模型调度基本上是开环系统。本文尝试在控制器上采用模型参考自适应控制,通过输液泵自适应控制患者的血糖水平,从而实现闭环。仿真结果表明了模糊控制器在精细调节中的潜力及其实际应用
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