Modeling and simulation of glucose insulin glucagon algorithm for artificial pancreas to control the diabetes mellitus

被引:13
|
作者
Tabassum, Muhammad Farhan [1 ]
Farman, Muhammad [2 ]
Naik, Parvaiz Ahmad [3 ]
Ahmad, Aqeel [2 ]
Ahmad, Aqsa Shamim [1 ]
ul Hassan, Saadia Mahmood [1 ]
机构
[1] Univ Lahore, Fac Allied Hlth Sci, Dept Sports Sci & Phys Educ, Lahore 54590, Pakistan
[2] Univ Lahore, Dept Math & Stat, Lahore 54590, Pakistan
[3] Xi An Jiao Tong Univ, Sch Math & Stat, Xian 710049, Shaanxi, Peoples R China
关键词
Controllability; Observability; Stability Analysis; Artificial pancreas; GIG algorithm; Feedback design; BLOOD-GLUCOSE; REGULATORY SYSTEM; TOLERANCE;
D O I
10.1007/s13721-021-00316-4
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Artificial pancreas systems the courage to remove this risk by taking existing pump technology to a new level. In this paper, we modified the existing model for type 1 diabetes mellitus to discuss different control strategies for the artificial pancreas. A model consists of eight states variables and various parameters, numerous of which are undefined and complicated to find out correctly. The stability of glucose-insulin in humans has been created and validated the non-negative unique solution. Controllability and observability for the glucose-insulin system is treated for feedback design to develop the artificial pancreas. We design glucose insulin algorithm for whole body having eight sub-compartments according to parameters values given in Liu and Tang (J Theor Biol 252:608-620, 2008) which provide the continues monitoring of glucose and insulin in finite time. Numerical simulation are carried out for closed-loop design which is helpful for the development of artificial pancreas. The developed model provides the estimation values for normal day life to measure the glucose-insulin system in humans.
引用
收藏
页数:8
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