Cargando…

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,...

Descripción completa

Detalles Bibliográficos
Autores principales: Zheng, Zhaolun, Lu, Yujun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
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
_version_ 1785095211496505344
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