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Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control
In this paper, the research emphasis focuses on the tracking precision of position loading and torque loading systems with velocity-sensitive and adaptive robust control. Compared with conventional PID control, the improved PID control based on velocity-sensitive fully manifests its superiority to p...
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/PMC8963071/ https://www.ncbi.nlm.nih.gov/pubmed/35214231 http://dx.doi.org/10.3390/s22041329 |
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author | Li, Zijia Chen, Guangrong Zhang, Chenyang |
author_facet | Li, Zijia Chen, Guangrong Zhang, Chenyang |
author_sort | Li, Zijia |
collection | PubMed |
description | In this paper, the research emphasis focuses on the tracking precision of position loading and torque loading systems with velocity-sensitive and adaptive robust control. Compared with conventional PID control, the improved PID control based on velocity-sensitive fully manifests its superiority to position loading. By contrast, we analyzed the possible influence for the control difference of conventional PID and velocity-sensitive with PID. Furthermore, for the purpose of accurate torque loading, a mathematical model was established through dynamics analysis and the adaptive robust controller, where the adaptive robust control algorithm is designed to generate the reference position trajectory for the servo system in the upper controller while closed-loop position tracking is performed in the underlying controller, was built based on a state space equation. In the end, an experimental platform was built to verify the feasibility and advantages of the position and torque loading system with the velocity-sensitive and adaptive robust control. |
format | Online Article Text |
id | pubmed-8963071 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-89630712022-03-30 Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control Li, Zijia Chen, Guangrong Zhang, Chenyang Sensors (Basel) Article In this paper, the research emphasis focuses on the tracking precision of position loading and torque loading systems with velocity-sensitive and adaptive robust control. Compared with conventional PID control, the improved PID control based on velocity-sensitive fully manifests its superiority to position loading. By contrast, we analyzed the possible influence for the control difference of conventional PID and velocity-sensitive with PID. Furthermore, for the purpose of accurate torque loading, a mathematical model was established through dynamics analysis and the adaptive robust controller, where the adaptive robust control algorithm is designed to generate the reference position trajectory for the servo system in the upper controller while closed-loop position tracking is performed in the underlying controller, was built based on a state space equation. In the end, an experimental platform was built to verify the feasibility and advantages of the position and torque loading system with the velocity-sensitive and adaptive robust control. MDPI 2022-02-09 /pmc/articles/PMC8963071/ /pubmed/35214231 http://dx.doi.org/10.3390/s22041329 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 Li, Zijia Chen, Guangrong Zhang, Chenyang Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control |
title | Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control |
title_full | Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control |
title_fullStr | Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control |
title_full_unstemmed | Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control |
title_short | Research on Position and Torque Loading System with Velocity-Sensitive and Adaptive Robust Control |
title_sort | research on position and torque loading system with velocity-sensitive and adaptive robust control |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8963071/ https://www.ncbi.nlm.nih.gov/pubmed/35214231 http://dx.doi.org/10.3390/s22041329 |
work_keys_str_mv | AT lizijia researchonpositionandtorqueloadingsystemwithvelocitysensitiveandadaptiverobustcontrol AT chenguangrong researchonpositionandtorqueloadingsystemwithvelocitysensitiveandadaptiverobustcontrol AT zhangchenyang researchonpositionandtorqueloadingsystemwithvelocitysensitiveandadaptiverobustcontrol |