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Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach
Diabetes mellitus type 1 occurs when [Formula: see text] 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 shoul...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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John Wiley and Sons Inc.
2021
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675804/ https://www.ncbi.nlm.nih.gov/pubmed/34236138 http://dx.doi.org/10.1049/syb2.12032 |
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author | Homayounzade, Mohamadreza |
author_facet | Homayounzade, Mohamadreza |
author_sort | Homayounzade, Mohamadreza |
collection | PubMed |
description | Diabetes mellitus type 1 occurs when [Formula: see text] 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. |
format | Online Article Text |
id | pubmed-8675804 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-86758042022-02-16 Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach Homayounzade, Mohamadreza IET Syst Biol Original Research Papers Diabetes mellitus type 1 occurs when [Formula: see text] 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. John Wiley and Sons Inc. 2021-07-08 /pmc/articles/PMC8675804/ /pubmed/34236138 http://dx.doi.org/10.1049/syb2.12032 Text en © 2021 The Authors. IET Systems Biology published by John Wiley & Sons Ltd on behalf of The Institution of Engineering and Technology. https://creativecommons.org/licenses/by-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nd/4.0/ (https://creativecommons.org/licenses/by-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited and no modifications or adaptations are made. |
spellingShingle | Original Research Papers Homayounzade, Mohamadreza Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach |
title | Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach |
title_full | Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach |
title_fullStr | Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach |
title_full_unstemmed | Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach |
title_short | Variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: A backstepping approach |
title_sort | variable structure robust controller design for blood glucose regulation for type 1 diabetic patients: a backstepping approach |
topic | Original Research Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8675804/ https://www.ncbi.nlm.nih.gov/pubmed/34236138 http://dx.doi.org/10.1049/syb2.12032 |
work_keys_str_mv | AT homayounzademohamadreza variablestructurerobustcontrollerdesignforbloodglucoseregulationfortype1diabeticpatientsabacksteppingapproach |