A control of glucose level in insulin therapies for the development of artificial pancreas by Atangana Baleanu derivative

被引:39
|
作者
Farman, Muhammad [1 ]
Saleem, Muhammad Umer [2 ]
Ahmad, Aqeel [1 ]
Imtiaz, Sumaiyah [1 ]
Tabassum, Muhammad Farhan [3 ]
Akram, Sana [4 ]
Ahmad, M. O. [1 ]
机构
[1] Univ Lahore, Dept Math & Stat, Lahore 54590, Pakistan
[2] Univ Educ, Dept Math, Div Sci & Technol, Lahore, Pakistan
[3] Univ Lahore, Fac Allied Hlth Sci, Dept Sports Sci, Lahore, Pakistan
[4] Lahore Garrison Univ, Dept Math, Lahore, Pakistan
关键词
Fractional order glucose insulin; Artificial pancreas; Stability; Insulin therapy; ABC derivative; GLUCAGON SYSTEM; EQUATION; MODEL;
D O I
10.1016/j.aej.2020.04.027
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In this paper, we analyze the fractional modeling of diabetes mellitus model using the def-initions of Liouville-Caputo and Atangana-Baleanu-Caputo fractional derivatives. Applying the homotopy analysis method and the Laplace transform with polynomial homotopy, The primary aim of this article is to create and evaluate a fractional order derivatives system for an extensive reg-ulatory scheme of glucose insulin regulation for glucose insulin pump to control diabetes. The exis-tence and uniqueness are determined by fixed point theorem and an iterative scheme. We suggest an impulsive differential equation model to study plasma glucose control for diabetic patients with impulsive insulin injections and by measuring the glucose level which leads to normal level in finite time. It is regarded as deterministic fractional derivative model related to the diabetes mellitus which provide the better control strategy at fractional values for the development of artificial pancreas. For different fractional orders, numerical simulations are performed to demonstrate the impacts of vary-ing the fractional order to achieve the theoretical outcomes and comparison is made for the caputo and caputo fabrizio derivative. The results of these case studies by controlling plasma glucose with fractional order model makes it an appropriate candidate to control the type 1 diabetes in human.(C) 2020 The Authors. Published by Elsevier B.V. on behalf of Faculty of Engineering, Alexandria University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/ licenses/by-nc-nd/4.0/).
引用
下载
收藏
页码:2639 / 2648
页数:10
相关论文
共 50 条
  • [41] Creating the Artificial Pancreas: This Wearable Device Senses Blood Glucose and Administers Insulin Accordingly
    Kovatchev, Boris
    Kovatcheva, Anna
    IEEE Spectrum, 2021, 58 (12) : 38 - 43
  • [42] Finite-time control of plasma glucose in insulin therapies for diabetes
    Liu, Shouzong
    Huang, Mingzhan
    Song, Xinyu
    Shi, Xiangyun
    ADVANCES IN DIFFERENCE EQUATIONS, 2018,
  • [43] A chemically synthesized artificial pancreas: Release of insulin from glucose-responsive hydrogels
    Guiseppi-Elie, A
    Brahim, SI
    Narinesingh, D
    ADVANCED MATERIALS, 2002, 14 (10) : 743 - +
  • [44] Development of a fully automated closed loop artificial pancreas control system with dual pump delivery of insulin and glucagon
    Jacobs, Peter G.
    El Youssef, Joseph
    Castle, Jessica R.
    Engle, Julia M.
    Branigan, Deborah L.
    Johnson, Phillip
    Massoud, Ryan
    Kamath, Apurv
    Ward, W. Kenneth
    2011 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2011, : 397 - 400
  • [45] THE INFLUENCE OF DIFFERENT CARBOHYDRATE FOODS WITH THE ADDITION OF FAT ON THE POSTPRANDIAL BLOOD-GLUCOSE LEVEL AND INSULIN UTILIZATION IN INSULIN-DEPENDENT JUVENILE DIABETICS WITH AN ARTIFICIAL PANCREAS
    DIEDERICH, C
    SCHULZ, G
    WAKHLOO, AK
    BEYER, J
    ERNAHRUNGS-UMSCHAU, 1982, 29 (07): : 235 - 236
  • [46] Multi-level supervision and modification of artificial pancreas control system
    Feng, Jianyuan
    Hajizadeh, Iman
    Yu, Xia
    Rashid, Mudassir
    Turksoy, Kamuran
    Samadi, Sediqeh
    Sevil, Mert
    Hobbs, Nicole
    Brandt, Rachel
    Lazaro, Caterina
    Maloney, Zacharie
    Littlejohn, Elizabeth
    Philipson, Louis H.
    Cinar, Ali
    COMPUTERS & CHEMICAL ENGINEERING, 2018, 112 : 57 - 69
  • [47] Development of perioperative glycemic control using an artificial endocrine pancreas
    Hanazaki, Kazuhiro
    Namikawa, Tsutomu
    2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 5719 - 5722
  • [48] LOWERING OF THE BETA-THROMBOGLOBULIN LEVEL IN THE INSULIN-DEPENDENT DIABETIC WITH AN ARTIFICIAL PANCREAS
    VOISIN, P
    KOLOPP, M
    LOUIS, J
    ANTOINE, JM
    STOLZ, JF
    POINTEL, JP
    DROUIN, P
    DEBRY, G
    DIABETES & METABOLISM, 1982, 8 (04): : 359 - 359
  • [49] Blood glucose control using an artificial pancreas reduces the workload of ICU nurses
    Mibu, Kiyo
    Yatabe, Tomoaki
    Hanazaki, Kazuhiro
    JOURNAL OF ARTIFICIAL ORGANS, 2012, 15 (01) : 71 - 76
  • [50] Sampled-data Observer-based Glucose Control for the Artificial Pancreas
    Borri, Alessandro
    Palumbo, Pasquale
    Manes, Costanzo
    Panunzi, Simona
    De Gaetano, Andrea
    ACTA POLYTECHNICA HUNGARICA, 2017, 14 (01) : 79 - 94