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Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator
In this study, to further improve the dynamic performance and steady-state accuracy of the electromagnetic linear actuator (EMLA) for the direct-drive system, the adaptive non-singular terminal sliding mode controller (ANTSMC) based on an improved disturbance observer (IDOB) is proposed. Accurate mo...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414466/ https://www.ncbi.nlm.nih.gov/pubmed/36014216 http://dx.doi.org/10.3390/mi13081294 |
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author | Lu, Yingtao Lu, Jiayu Tan, Cao Tian, Maowen Dong, Guoming |
author_facet | Lu, Yingtao Lu, Jiayu Tan, Cao Tian, Maowen Dong, Guoming |
author_sort | Lu, Yingtao |
collection | PubMed |
description | In this study, to further improve the dynamic performance and steady-state accuracy of the electromagnetic linear actuator (EMLA) for the direct-drive system, the adaptive non-singular terminal sliding mode controller (ANTSMC) based on an improved disturbance observer (IDOB) is proposed. Accurate modeling of the EMLA based on the LuGre friction model was obtained by identification. Aiming at the continuous disturbance of the system, a non-singular terminal sliding mode control based on improved exponential reaching law (IERL) is designed, which is combined with the advantages of fuzzy control. Adaptive adjustment of the IERL gain is achieved to ensure finite time convergence of the tracking error while suppressing system jitter. Based on the IDOB to achieve effective observation compensation under noise disturbance and further improve the system robustness. The stability of the control is analyzed based on the Lyapunov function. The results show that the proposed method suppresses the jitter and improves the tracking performance and robustness of the servo system for different desired trajectories effectively. |
format | Online Article Text |
id | pubmed-9414466 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-94144662022-08-27 Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator Lu, Yingtao Lu, Jiayu Tan, Cao Tian, Maowen Dong, Guoming Micromachines (Basel) Article In this study, to further improve the dynamic performance and steady-state accuracy of the electromagnetic linear actuator (EMLA) for the direct-drive system, the adaptive non-singular terminal sliding mode controller (ANTSMC) based on an improved disturbance observer (IDOB) is proposed. Accurate modeling of the EMLA based on the LuGre friction model was obtained by identification. Aiming at the continuous disturbance of the system, a non-singular terminal sliding mode control based on improved exponential reaching law (IERL) is designed, which is combined with the advantages of fuzzy control. Adaptive adjustment of the IERL gain is achieved to ensure finite time convergence of the tracking error while suppressing system jitter. Based on the IDOB to achieve effective observation compensation under noise disturbance and further improve the system robustness. The stability of the control is analyzed based on the Lyapunov function. The results show that the proposed method suppresses the jitter and improves the tracking performance and robustness of the servo system for different desired trajectories effectively. MDPI 2022-08-11 /pmc/articles/PMC9414466/ /pubmed/36014216 http://dx.doi.org/10.3390/mi13081294 Text en © 2022 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Lu, Yingtao Lu, Jiayu Tan, Cao Tian, Maowen Dong, Guoming Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator |
title | Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator |
title_full | Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator |
title_fullStr | Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator |
title_full_unstemmed | Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator |
title_short | Adaptive Non-Singular Terminal Sliding Mode Control Method for Electromagnetic Linear Actuator |
title_sort | adaptive non-singular terminal sliding mode control method for electromagnetic linear actuator |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9414466/ https://www.ncbi.nlm.nih.gov/pubmed/36014216 http://dx.doi.org/10.3390/mi13081294 |
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