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New strategy to control covid-19 pandemic using lead/lag compensator
COVID-19 is still the main worldwide issue since the outbreak. Many strategies were implemented such as suppression, mitigation, and mathematical-engineering strategies, to control this pandemic. In this work, a lead/lag compensator is proposed to control an unstable Covid-19 nonlinear system after...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier Ltd.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8107463/ https://www.ncbi.nlm.nih.gov/pubmed/33995561 http://dx.doi.org/10.1016/j.bspc.2021.102669 |
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author | Hadi, Musadaq A. Amean, Zainab M. |
author_facet | Hadi, Musadaq A. Amean, Zainab M. |
author_sort | Hadi, Musadaq A. |
collection | PubMed |
description | COVID-19 is still the main worldwide issue since the outbreak. Many strategies were implemented such as suppression, mitigation, and mathematical-engineering strategies, to control this pandemic. In this work, a lead/lag compensator is proposed to control an unstable Covid-19 nonlinear system after using some required assumptions. The control theory is involved with the unstable pandemic and other existing strategies until the invention of the vaccine is approved. In addition, the Most Valuable Player Algorithm (MVPA) is used to optimize the parameters of the proposed controller and to determine whether it is a lead or lag compensator. Finally, the simulation results are based on the daily reports of two pandemic cities: Hubei (China), and Lazio (Italy) since the outbreak began. It can be concluded that the lead/lag compensator can effectively control the COVID-19 system. |
format | Online Article Text |
id | pubmed-8107463 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier Ltd. |
record_format | MEDLINE/PubMed |
spelling | pubmed-81074632021-05-10 New strategy to control covid-19 pandemic using lead/lag compensator Hadi, Musadaq A. Amean, Zainab M. Biomed Signal Process Control Article COVID-19 is still the main worldwide issue since the outbreak. Many strategies were implemented such as suppression, mitigation, and mathematical-engineering strategies, to control this pandemic. In this work, a lead/lag compensator is proposed to control an unstable Covid-19 nonlinear system after using some required assumptions. The control theory is involved with the unstable pandemic and other existing strategies until the invention of the vaccine is approved. In addition, the Most Valuable Player Algorithm (MVPA) is used to optimize the parameters of the proposed controller and to determine whether it is a lead or lag compensator. Finally, the simulation results are based on the daily reports of two pandemic cities: Hubei (China), and Lazio (Italy) since the outbreak began. It can be concluded that the lead/lag compensator can effectively control the COVID-19 system. Elsevier Ltd. 2021-07 2021-05-10 /pmc/articles/PMC8107463/ /pubmed/33995561 http://dx.doi.org/10.1016/j.bspc.2021.102669 Text en © 2021 Elsevier Ltd. All rights reserved. Since January 2020 Elsevier has created a COVID-19 resource centre with free information in English and Mandarin on the novel coronavirus COVID-19. The COVID-19 resource centre is hosted on Elsevier Connect, the company's public news and information website. Elsevier hereby grants permission to make all its COVID-19-related research that is available on the COVID-19 resource centre - including this research content - immediately available in PubMed Central and other publicly funded repositories, such as the WHO COVID database with rights for unrestricted research re-use and analyses in any form or by any means with acknowledgement of the original source. These permissions are granted for free by Elsevier for as long as the COVID-19 resource centre remains active. |
spellingShingle | Article Hadi, Musadaq A. Amean, Zainab M. New strategy to control covid-19 pandemic using lead/lag compensator |
title | New strategy to control covid-19 pandemic using lead/lag compensator |
title_full | New strategy to control covid-19 pandemic using lead/lag compensator |
title_fullStr | New strategy to control covid-19 pandemic using lead/lag compensator |
title_full_unstemmed | New strategy to control covid-19 pandemic using lead/lag compensator |
title_short | New strategy to control covid-19 pandemic using lead/lag compensator |
title_sort | new strategy to control covid-19 pandemic using lead/lag compensator |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8107463/ https://www.ncbi.nlm.nih.gov/pubmed/33995561 http://dx.doi.org/10.1016/j.bspc.2021.102669 |
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