Epidemiological Control of COVID-19 Through the Theory of Variable Structure and Sliding Mode Systems

被引:4
作者
Lopes Santos, Debora Marques [1 ]
Pereira Rodrigues, Victor Hugo [2 ]
Oliveira, Tiago Roux [1 ]
机构
[1] Univ Estado Rio De Janeiro, Dept Elect & Telecommun Engn DETEL PEL, Rio De Janeiro, RJ, Brazil
[2] Univ Fed Rio de Janeiro, Dept Elect Engn PEE COPPE, Rio De Janeiro, RJ, Brazil
关键词
COVID-19; Epidemiological dynamics; Variable-structure systems; Sliding mode control; Output feedback;
D O I
10.1007/s40313-021-00826-6
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:63 / 77
页数:15
相关论文
共 50 条
[31]   Variable structure control design of process plant based on sliding mode approach [J].
Tahir, Hazim. H. ;
Al-Rawi, Ali A. A. .
2006 CHINESE CONTROL CONFERENCE, VOLS 1-5, 2006, :2183-+
[32]   Sliding mode variable structure control design principles and application to DC drives [J].
bin Jidin, A ;
Idris, NRN ;
Muhamad, ND .
NATIONAL POWER & ENERGY CONFERENCE: PECON 2004, PROCEEDINGS, 2004, :78-82
[33]   Robust attitude consensus control for multiple spacecraft systems with unknown disturbances via variable structure control and adaptive sliding mode control [J].
Xie, Xiong ;
Sheng, Tao ;
He, Liang .
ADVANCES IN SPACE RESEARCH, 2022, 69 (03) :1588-1601
[34]   Measure theory approach in sliding mode control for nonlinear systems with disturbances [J].
Zarrabi, Mohammad Reza ;
Farahi, Mohammad Hadi ;
Effati, Sohrab ;
Koshkouei, Ali J. .
INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2015, 24 (02) :120-126
[35]   Clinical and epidemiological characteristics of COVID-19 [J].
Mahieu, Rafael ;
Dubee, Vincent .
ACTUALITES PHARMACEUTIQUES, 2020, 59 (599) :24-26
[36]   Epidemiological and Clinical Predictors of COVID-19 [J].
Sun, Yinxiaohe ;
Koh, Vanessa ;
Marimuthu, Kalisvar ;
Ng, Oon Tek ;
Young, Barnaby ;
Vasoo, Shawn ;
Chan, Monica ;
Lee, Vernon J. M. ;
De, Partha P. ;
Barkham, Timothy ;
Lin, Raymond T. P. ;
Cook, Alex R. ;
Leo, Yee Sin .
CLINICAL INFECTIOUS DISEASES, 2020, 71 (15) :786-792
[37]   Epidemiological Characteristics of COVID-19 Resurgence in Areas Initially Under Control [J].
Li, Yazhen ;
Yang, Kai ;
Zha, Shanshan ;
Wang, Lingwei ;
Chen, Rongchang .
FRONTIERS IN PUBLIC HEALTH, 2021, 9
[38]   Analyzing COVID-19 Epidemiological Data [J].
Zhao, Chenru ;
Leung, Carson K. ;
Pazdor, Adam G. M. ;
Wen, Qi .
2021 IEEE INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, INTL CONF ON CLOUD AND BIG DATA COMPUTING, INTL CONF ON CYBER SCIENCE AND TECHNOLOGY CONGRESS DASC/PICOM/CBDCOM/CYBERSCITECH 2021, 2021, :985-990
[39]   ANALYSIS OF THE EPIDEMIOLOGICAL SITUATION ON COVID-19 [J].
Popova, T. E. ;
Tikhonova, O. G. ;
Romanova, A. N. ;
Tappakhov, A. A. ;
Andreev, M. E. .
YAKUT MEDICAL JOURNAL, 2020, (03) :61-65
[40]   The COVID-19 Pandemic—an Epidemiological Perspective [J].
Anna Vilella ;
Antoni Trilla .
Current Allergy and Asthma Reports, 2021, 21