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Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer
In this paper, a robust observer-based sliding mode control algorithm is proposed to address the modelling and measurement inaccuracies, load variations, and external disturbances of flexible articulated manipulators. Firstly, a sliding mode observer was designed with exponential convergence to obse...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8752301/ https://www.ncbi.nlm.nih.gov/pubmed/35027922 http://dx.doi.org/10.1155/2022/2440770 |
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author | Gao, Yanghua Lu, Hailiang |
author_facet | Gao, Yanghua Lu, Hailiang |
author_sort | Gao, Yanghua |
collection | PubMed |
description | In this paper, a robust observer-based sliding mode control algorithm is proposed to address the modelling and measurement inaccuracies, load variations, and external disturbances of flexible articulated manipulators. Firstly, a sliding mode observer was designed with exponential convergence to observe system state accurately and to overcome the measuring difficulty of the state variables, unmeasurable quantities, and external disturbances. Next, a robust sliding mode controller was developed based on the observer, such that the output error of the system converges to zero in finite time. In this way, the whole system achieves asymptotic stability. Finally, the convergence conditions of the observer were theoretically analyzed to verify the convergence of the proposed algorithm, and simulation was carried out to confirm the effectiveness of the proposed method. |
format | Online Article Text |
id | pubmed-8752301 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-87523012022-01-12 Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer Gao, Yanghua Lu, Hailiang Comput Intell Neurosci Research Article In this paper, a robust observer-based sliding mode control algorithm is proposed to address the modelling and measurement inaccuracies, load variations, and external disturbances of flexible articulated manipulators. Firstly, a sliding mode observer was designed with exponential convergence to observe system state accurately and to overcome the measuring difficulty of the state variables, unmeasurable quantities, and external disturbances. Next, a robust sliding mode controller was developed based on the observer, such that the output error of the system converges to zero in finite time. In this way, the whole system achieves asymptotic stability. Finally, the convergence conditions of the observer were theoretically analyzed to verify the convergence of the proposed algorithm, and simulation was carried out to confirm the effectiveness of the proposed method. Hindawi 2022-01-04 /pmc/articles/PMC8752301/ /pubmed/35027922 http://dx.doi.org/10.1155/2022/2440770 Text en Copyright © 2022 Yanghua Gao and Hailiang Lu. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article Gao, Yanghua Lu, Hailiang Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer |
title | Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer |
title_full | Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer |
title_fullStr | Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer |
title_full_unstemmed | Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer |
title_short | Sliding Mode Control of Flexible Articulated Manipulator Based on Robust Observer |
title_sort | sliding mode control of flexible articulated manipulator based on robust observer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8752301/ https://www.ncbi.nlm.nih.gov/pubmed/35027922 http://dx.doi.org/10.1155/2022/2440770 |
work_keys_str_mv | AT gaoyanghua slidingmodecontrolofflexiblearticulatedmanipulatorbasedonrobustobserver AT luhailiang slidingmodecontrolofflexiblearticulatedmanipulatorbasedonrobustobserver |