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Research on AGV trackless guidance technology based on the global vision
With the change of manufacturing mode and the progress of science and technology, the traditional manufacturing industry has gradually developed to intelligent manufacturing and flexible manufacturing. To achieve factory transformation, Automatic Guided Vehicle (AGV) is indispensable. In this paper,...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450499/ https://www.ncbi.nlm.nih.gov/pubmed/35775591 http://dx.doi.org/10.1177/00368504221103766 |
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author | Zheng, Zhaolun Lu, Yujun |
author_facet | Zheng, Zhaolun Lu, Yujun |
author_sort | Zheng, Zhaolun |
collection | PubMed |
description | With the change of manufacturing mode and the progress of science and technology, the traditional manufacturing industry has gradually developed to intelligent manufacturing and flexible manufacturing. To achieve factory transformation, Automatic Guided Vehicle (AGV) is indispensable. In this paper, an AGV trackless guidance technology based on global vision is proposed. Firstly, the global vision camera is used to obtain the image of the AGV driving area, and then the obstacle information and position information of the AGV are obtained by image processing technology. Secondly, the A* algorithm is used to intelligently plan the AGV driving path, and the wireless network communication is used to control the AGV driving according to the planned path. Experiments show that the method is feasible and has the advantages of high flexibility, high precision, low cost and strong expansibility, which is of great significance to the realization of intelligent warehouse and unmanned chemical plant. |
format | Online Article Text |
id | pubmed-10450499 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-104504992023-08-26 Research on AGV trackless guidance technology based on the global vision Zheng, Zhaolun Lu, Yujun Sci Prog Original Manuscript With the change of manufacturing mode and the progress of science and technology, the traditional manufacturing industry has gradually developed to intelligent manufacturing and flexible manufacturing. To achieve factory transformation, Automatic Guided Vehicle (AGV) is indispensable. In this paper, an AGV trackless guidance technology based on global vision is proposed. Firstly, the global vision camera is used to obtain the image of the AGV driving area, and then the obstacle information and position information of the AGV are obtained by image processing technology. Secondly, the A* algorithm is used to intelligently plan the AGV driving path, and the wireless network communication is used to control the AGV driving according to the planned path. Experiments show that the method is feasible and has the advantages of high flexibility, high precision, low cost and strong expansibility, which is of great significance to the realization of intelligent warehouse and unmanned chemical plant. SAGE Publications 2022-07-01 /pmc/articles/PMC10450499/ /pubmed/35775591 http://dx.doi.org/10.1177/00368504221103766 Text en © The Author(s) 2022 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 page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Manuscript Zheng, Zhaolun Lu, Yujun Research on AGV trackless guidance technology based on the global vision |
title | Research on AGV trackless guidance technology based on the global vision |
title_full | Research on AGV trackless guidance technology based on the global vision |
title_fullStr | Research on AGV trackless guidance technology based on the global vision |
title_full_unstemmed | Research on AGV trackless guidance technology based on the global vision |
title_short | Research on AGV trackless guidance technology based on the global vision |
title_sort | research on agv trackless guidance technology based on the global vision |
topic | Original Manuscript |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10450499/ https://www.ncbi.nlm.nih.gov/pubmed/35775591 http://dx.doi.org/10.1177/00368504221103766 |
work_keys_str_mv | AT zhengzhaolun researchonagvtracklessguidancetechnologybasedontheglobalvision AT luyujun researchonagvtracklessguidancetechnologybasedontheglobalvision |