1型糖尿病患者血糖调节的变结构鲁棒控制器设计:回溯方法

IF 16.4 1区 化学 Q1 CHEMISTRY, MULTIDISCIPLINARY
Mohamadreza Homayounzade
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引用次数: 4

摘要

当胰腺中的β细胞被免疫系统破坏时,就会发生1型糖尿病。结果,胰腺不能产生足够的胰岛素,葡萄糖进入细胞产生能量。为了提高血糖浓度,应口服或注射足量的胰岛素。人工胰腺是一种自动调节人体胰岛素水平的装置,通过向人体注射所需的胰岛素量。设计了一种基于扩展Bergman最小模型的有限时间鲁棒反馈控制器。该控制器采用反步法设计,对未知外部干扰和参数不确定性具有较强的鲁棒性。利用李雅普诺夫定理证明了系统的稳定性。控制器是指数稳定的,因此提供血糖浓度的有限时间收敛到所需的幅度。在MATLAB/Simulink环境下进行了仿真,并与前人的研究结果进行了比较,验证了所提控制方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach

Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach

Diabetes mellitus type 1 occurs when β - cells in the pancreas are destroyed by the immune system. As a result, the pancreas cannot produce adequate insulin, and the glucose enters the cells to produce energy. To elevate the glycaemic concentration, sufficient amount of insulin should be taken orally or injected into the human body. Artificial pancreas is a device that automatically regulates the level of body insulin by injecting the requisite amount of insulin into the human body. A finite-time robust feedback controller based on the Extended Bergman Minimal Model is designed here. The controller is designed utilizing the backstepping approach and is robust against the unknown external disturbance and parametric uncertainties. The stability of the system is proved using the Lyapunov theorem. The controller is exponentially stable and hence provides the finite-time convergence of the blood glucose concentration to its desired magnitude. The effectiveness of the proposed control method is shown through simulation in MATLAB/Simulink environment via comparisons with previous studies.

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来源期刊
Accounts of Chemical Research
Accounts of Chemical Research 化学-化学综合
CiteScore
31.40
自引率
1.10%
发文量
312
审稿时长
2 months
期刊介绍: Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.
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