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

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作者
Muhammad Farhan Tabassum
Muhammad Farman
Parvaiz Ahmad Naik
Aqeel Ahmad
Aqsa Shamim Ahmad
Saadia Mahmood ul Hassan
机构
[1] University of Lahore,Department of Sports Sciences and Physical Education, Faculty of Allied Health Sciences
[2] University of Lahore,Department of Mathematics and Statistics
[3] Xi’an Jiaotong University,School of Mathematics and Statistics
关键词
Controllability; Observability; Stability Analysis; Artificial pancreas; GIG algorithm; Feedback design; 92Bxx; 92B05; 93A30; 97Mxx;
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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.
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