Fractional Order Bergman's Minimal Model-A Better Representation of Blood Glucose-Insulin System

Muhammad Waleed Khan, M. Abid, Abdul Qayyum Khan
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引用次数: 8

Abstract

In this paper, the blood glucose-insulin system in the human body is discussed. Different mathematical models representing this system are presented. MATLAB is used for solution and simulation of each of these models. On the basis of credible experimental data, comparison of these models is done. The results show that the system of glucose-insulin is better described by nonlinear Bergman's model than the linear model. Furthermore, utilizing fractional calculus, integer order nonlinear Bergman's model is modified to fractional order model. It is shown through simulations and comparison of data that the modified fractional order nonlinear Bergman's minimal model gives better representation compared to the integer order nonlinear model.
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分数阶Bergman最小模型-血糖-胰岛素系统的更好表征
本文对人体血糖-胰岛素系统进行了讨论。给出了表示该系统的不同数学模型。利用MATLAB对这些模型进行求解和仿真。在可靠的实验数据基础上,对这些模型进行了比较。结果表明,与线性模型相比,非线性伯格曼模型能更好地描述葡萄糖-胰岛素系统。利用分数阶微积分,将整数阶非线性Bergman模型修正为分数阶模型。仿真和数据对比表明,改进的分数阶非线性Bergman最小模型比整数阶非线性模型具有更好的表征效果。
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