Cargando…

Research on trajectory tracking control of 7-DOF picking manipulator

In order to solve the problem of poor robustness of the traditional method of calculating torque in the mechanical model of 7-DOF picking manipulator, this paper proposes a control strategy of calculating torque plus fuzzy compensation by using adaptive fuzzy logic system to compensate the uncertain...

Descripción completa

Detalles Bibliográficos
Autores principales: Cong, Sun, Liang, Cao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455011/
https://www.ncbi.nlm.nih.gov/pubmed/33749404
http://dx.doi.org/10.1177/00368504211003383
_version_ 1785096346859995136
author Cong, Sun
Liang, Cao
author_facet Cong, Sun
Liang, Cao
author_sort Cong, Sun
collection PubMed
description In order to solve the problem of poor robustness of the traditional method of calculating torque in the mechanical model of 7-DOF picking manipulator, this paper proposes a control strategy of calculating torque plus fuzzy compensation by using adaptive fuzzy logic system to compensate the uncertain part of the mechanical model of 7-DOF picking manipulator. By using Lagrange method, the dynamic model of 7-DOF manipulator is established, and the relationship between joint motion and applied torque (force) is obtained. Using ADAMS and MATLAB to establish a co-simulation platform, the manipulator and trajectory tracking control system are simulated. The results show that the trajectory tracking error of each joint in the algorithm is obviously reduced and the convergence trend is obvious. The average trajectory tracking accuracy of joint 1 to joint 7 was improved by 70.22%, 94.78%, 0.62%, 74.23%, 89.78%, 86.45%, and 67.15%, respectively. In this control scheme, the control force (moment) of each joint changes regularly, and the output force (moment) does not appear chattering and mutation when the disturbance signal is added. The research results can provide support for the further study of picking manipulator trajectory tracking control system.
format Online
Article
Text
id pubmed-10455011
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher SAGE Publications
record_format MEDLINE/PubMed
spelling pubmed-104550112023-08-26 Research on trajectory tracking control of 7-DOF picking manipulator Cong, Sun Liang, Cao Sci Prog Article In order to solve the problem of poor robustness of the traditional method of calculating torque in the mechanical model of 7-DOF picking manipulator, this paper proposes a control strategy of calculating torque plus fuzzy compensation by using adaptive fuzzy logic system to compensate the uncertain part of the mechanical model of 7-DOF picking manipulator. By using Lagrange method, the dynamic model of 7-DOF manipulator is established, and the relationship between joint motion and applied torque (force) is obtained. Using ADAMS and MATLAB to establish a co-simulation platform, the manipulator and trajectory tracking control system are simulated. The results show that the trajectory tracking error of each joint in the algorithm is obviously reduced and the convergence trend is obvious. The average trajectory tracking accuracy of joint 1 to joint 7 was improved by 70.22%, 94.78%, 0.62%, 74.23%, 89.78%, 86.45%, and 67.15%, respectively. In this control scheme, the control force (moment) of each joint changes regularly, and the output force (moment) does not appear chattering and mutation when the disturbance signal is added. The research results can provide support for the further study of picking manipulator trajectory tracking control system. SAGE Publications 2021-03-22 /pmc/articles/PMC10455011/ /pubmed/33749404 http://dx.doi.org/10.1177/00368504211003383 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Article
Cong, Sun
Liang, Cao
Research on trajectory tracking control of 7-DOF picking manipulator
title Research on trajectory tracking control of 7-DOF picking manipulator
title_full Research on trajectory tracking control of 7-DOF picking manipulator
title_fullStr Research on trajectory tracking control of 7-DOF picking manipulator
title_full_unstemmed Research on trajectory tracking control of 7-DOF picking manipulator
title_short Research on trajectory tracking control of 7-DOF picking manipulator
title_sort research on trajectory tracking control of 7-dof picking manipulator
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10455011/
https://www.ncbi.nlm.nih.gov/pubmed/33749404
http://dx.doi.org/10.1177/00368504211003383
work_keys_str_mv AT congsun researchontrajectorytrackingcontrolof7dofpickingmanipulator
AT liangcao researchontrajectorytrackingcontrolof7dofpickingmanipulator