Modelling and control of blood glucose regulation in type i diabetic mellitus

被引：0
|
作者：
Vinopraba, T. [1 ]
Sivakumaran, N. [1 ]
Radhakrishnan, T.K. [2 ]
Raghavan, S. [3 ]
机构：
[1] Dept of Instrumentation and Control Engineering, India
[2] Dept of Chemical Engineering, India
[3] Dept of Electronics and Communication Engineering, National Institute of Technology, Tiruchirappalli-620 015, T.N, India
来源：
Modelling, Measurement and Control A | 2010年 / 83卷 / 1-2期
关键词：
Blood - Controllers - Errors - Glucose - Three term control systems;
D O I：
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学科分类号：
摘要：
Diabetes Mellitus is a serious disease in which production and use of insulin in body is impaired, causing glucose concentration level to increase or decrease in the blood stream. The blood glucose level of the human body should be within the normal range of 70-110mg/dL. As the human body is highly non-linear, optimal multi-model controllers are designed based on PID controller and Genetic Algorithm (GA). The performances of the controller are compared based on settling time, peak overshoots and error criteria's such as Integral square Error (ISE), integral Absolute Error (IAE) and Integral Time Absolute Error (TTAE). The simulation results show that the GA based optimal controller is able to control the blood glucose regulation in Type I diabetic patient effectively.
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页码：17 / 32
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