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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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Autor principal: Homayounzade, Mohamadreza
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
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.
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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
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