Cargando…
Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems
This paper proposes a new mathematical model called SIRDQ considering control laws for the government actions in order to reduce the quarantine periods. The proposed control laws guarantee the regulation of the effective number of reproduction to a desired value, which is directly related to the pro...
Autores principales: | , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8496892/ http://dx.doi.org/10.1007/s40313-021-00826-6 |
_version_ | 1784579847516848128 |
---|---|
author | Santos, Débora Marques Lopes Rodrigues, Victor Hugo Pereira Oliveira, Tiago Roux |
author_facet | Santos, Débora Marques Lopes Rodrigues, Victor Hugo Pereira Oliveira, Tiago Roux |
author_sort | Santos, Débora Marques Lopes |
collection | PubMed |
description | This paper proposes a new mathematical model called SIRDQ considering control laws for the government actions in order to reduce the quarantine periods. The proposed control laws guarantee the regulation of the effective number of reproduction to a desired value, which is directly related to the propagation of the epidemic model. We consider two control strategies based on first-order sliding mode and super-twisting algorithm due to its robustness with respect to parametric uncertainties and disturbances, as found in epidemiological models. The stability analysis of the closed-loop system is rigorously presented. Simulations show that the employed control strategies assure better levels of isolation to be adopted. |
format | Online Article Text |
id | pubmed-8496892 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer US |
record_format | MEDLINE/PubMed |
spelling | pubmed-84968922021-10-08 Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems Santos, Débora Marques Lopes Rodrigues, Victor Hugo Pereira Oliveira, Tiago Roux J Control Autom Electr Syst Article This paper proposes a new mathematical model called SIRDQ considering control laws for the government actions in order to reduce the quarantine periods. The proposed control laws guarantee the regulation of the effective number of reproduction to a desired value, which is directly related to the propagation of the epidemic model. We consider two control strategies based on first-order sliding mode and super-twisting algorithm due to its robustness with respect to parametric uncertainties and disturbances, as found in epidemiological models. The stability analysis of the closed-loop system is rigorously presented. Simulations show that the employed control strategies assure better levels of isolation to be adopted. Springer US 2021-10-07 2022 /pmc/articles/PMC8496892/ http://dx.doi.org/10.1007/s40313-021-00826-6 Text en © Brazilian Society for Automatics--SBA 2021 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic. |
spellingShingle | Article Santos, Débora Marques Lopes Rodrigues, Victor Hugo Pereira Oliveira, Tiago Roux Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems |
title | Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems |
title_full | Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems |
title_fullStr | Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems |
title_full_unstemmed | Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems |
title_short | Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems |
title_sort | epidemiological control of covid-19 through the theory of variable structure and sliding mode systems |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8496892/ http://dx.doi.org/10.1007/s40313-021-00826-6 |
work_keys_str_mv | AT santosdeboramarqueslopes epidemiologicalcontrolofcovid19throughthetheoryofvariablestructureandslidingmodesystems AT rodriguesvictorhugopereira epidemiologicalcontrolofcovid19throughthetheoryofvariablestructureandslidingmodesystems AT oliveiratiagoroux epidemiologicalcontrolofcovid19throughthetheoryofvariablestructureandslidingmodesystems |