Cargando…
Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method
In this paper, dynamical behavior and synchronization of a non-equilibrium four-dimensional chaotic system are studied. The system only includes one constant term and has hidden attractors. Some dynamical features of the governing system, such as invariance and symmetry, the existence of attractors...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516724/ https://www.ncbi.nlm.nih.gov/pubmed/33286045 http://dx.doi.org/10.3390/e22030271 |
_version_ | 1783587067215740928 |
---|---|
author | Wang, Shaojie Yousefpour, Amin Yusuf, Abdullahi Jahanshahi, Hadi Alcaraz, Raúl He, Shaobo Munoz-Pacheco, Jesus M. |
author_facet | Wang, Shaojie Yousefpour, Amin Yusuf, Abdullahi Jahanshahi, Hadi Alcaraz, Raúl He, Shaobo Munoz-Pacheco, Jesus M. |
author_sort | Wang, Shaojie |
collection | PubMed |
description | In this paper, dynamical behavior and synchronization of a non-equilibrium four-dimensional chaotic system are studied. The system only includes one constant term and has hidden attractors. Some dynamical features of the governing system, such as invariance and symmetry, the existence of attractors and dissipativity, chaotic flow with a plane of equilibria, and offset boosting of the chaotic attractor, are stated and discussed and a new disturbance-observer-based adaptive terminal sliding mode control (ATSMC) method with input saturation is proposed for the control and synchronization of the chaotic system. To deal with unexpected noises, an extended Kalman filter (EKF) is implemented along with the designed controller. Through the concept of Lyapunov stability, the proposed control technique guarantees the finite time convergence of the uncertain system in the presence of disturbances and control input limits. Furthermore, to decrease the chattering phenomena, a genetic algorithm is used to optimize the controller parameters. Finally, numerical simulations are presented to demonstrate the performance of the designed control scheme in the presence of noise, disturbances, and control input saturation. |
format | Online Article Text |
id | pubmed-7516724 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75167242020-11-09 Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method Wang, Shaojie Yousefpour, Amin Yusuf, Abdullahi Jahanshahi, Hadi Alcaraz, Raúl He, Shaobo Munoz-Pacheco, Jesus M. Entropy (Basel) Article In this paper, dynamical behavior and synchronization of a non-equilibrium four-dimensional chaotic system are studied. The system only includes one constant term and has hidden attractors. Some dynamical features of the governing system, such as invariance and symmetry, the existence of attractors and dissipativity, chaotic flow with a plane of equilibria, and offset boosting of the chaotic attractor, are stated and discussed and a new disturbance-observer-based adaptive terminal sliding mode control (ATSMC) method with input saturation is proposed for the control and synchronization of the chaotic system. To deal with unexpected noises, an extended Kalman filter (EKF) is implemented along with the designed controller. Through the concept of Lyapunov stability, the proposed control technique guarantees the finite time convergence of the uncertain system in the presence of disturbances and control input limits. Furthermore, to decrease the chattering phenomena, a genetic algorithm is used to optimize the controller parameters. Finally, numerical simulations are presented to demonstrate the performance of the designed control scheme in the presence of noise, disturbances, and control input saturation. MDPI 2020-02-27 /pmc/articles/PMC7516724/ /pubmed/33286045 http://dx.doi.org/10.3390/e22030271 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Wang, Shaojie Yousefpour, Amin Yusuf, Abdullahi Jahanshahi, Hadi Alcaraz, Raúl He, Shaobo Munoz-Pacheco, Jesus M. Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method |
title | Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method |
title_full | Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method |
title_fullStr | Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method |
title_full_unstemmed | Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method |
title_short | Synchronization of a Non-Equilibrium Four-Dimensional Chaotic System Using a Disturbance-Observer-Based Adaptive Terminal Sliding Mode Control Method |
title_sort | synchronization of a non-equilibrium four-dimensional chaotic system using a disturbance-observer-based adaptive terminal sliding mode control method |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7516724/ https://www.ncbi.nlm.nih.gov/pubmed/33286045 http://dx.doi.org/10.3390/e22030271 |
work_keys_str_mv | AT wangshaojie synchronizationofanonequilibriumfourdimensionalchaoticsystemusingadisturbanceobserverbasedadaptiveterminalslidingmodecontrolmethod AT yousefpouramin synchronizationofanonequilibriumfourdimensionalchaoticsystemusingadisturbanceobserverbasedadaptiveterminalslidingmodecontrolmethod AT yusufabdullahi synchronizationofanonequilibriumfourdimensionalchaoticsystemusingadisturbanceobserverbasedadaptiveterminalslidingmodecontrolmethod AT jahanshahihadi synchronizationofanonequilibriumfourdimensionalchaoticsystemusingadisturbanceobserverbasedadaptiveterminalslidingmodecontrolmethod AT alcarazraul synchronizationofanonequilibriumfourdimensionalchaoticsystemusingadisturbanceobserverbasedadaptiveterminalslidingmodecontrolmethod AT heshaobo synchronizationofanonequilibriumfourdimensionalchaoticsystemusingadisturbanceobserverbasedadaptiveterminalslidingmodecontrolmethod AT munozpachecojesusm synchronizationofanonequilibriumfourdimensionalchaoticsystemusingadisturbanceobserverbasedadaptiveterminalslidingmodecontrolmethod |