A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin

To address the problems of poor welding completeness and inefficient configuration for defective automotive body-in-white panels, we propose a method for detecting and configuring the welding completeness of automotive body-in-white panels based on digital twin (DT) and mixed reality (MR). The metho...

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Autores principales: Li, Hao, Li, Bing, Liu, Gen, Wen, Xiaoyu, Wang, Haoqi, Wang, Xiaocong, Zhang, Shuai, Zhai, Zhongshang, Yang, Wenchao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106759/
https://www.ncbi.nlm.nih.gov/pubmed/35562574
http://dx.doi.org/10.1038/s41598-022-11440-0
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author Li, Hao
Li, Bing
Liu, Gen
Wen, Xiaoyu
Wang, Haoqi
Wang, Xiaocong
Zhang, Shuai
Zhai, Zhongshang
Yang, Wenchao
author_facet Li, Hao
Li, Bing
Liu, Gen
Wen, Xiaoyu
Wang, Haoqi
Wang, Xiaocong
Zhang, Shuai
Zhai, Zhongshang
Yang, Wenchao
author_sort Li, Hao
collection PubMed
description To address the problems of poor welding completeness and inefficient configuration for defective automotive body-in-white panels, we propose a method for detecting and configuring the welding completeness of automotive body-in-white panels based on digital twin (DT) and mixed reality (MR). The method uses DT to build an MR-oriented DT framework for the detections and configuration of body-in-white panel welding completeness. We propose a method to build a DT knowledge base for panels, a Yolov4-based welding completeness detection method, and a MR-based configuration method for the welding completeness in panels. Our team develop a panel welding completeness detection and configuration system to fully validate the effectiveness of the method.
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spelling pubmed-91067592022-05-15 A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin Li, Hao Li, Bing Liu, Gen Wen, Xiaoyu Wang, Haoqi Wang, Xiaocong Zhang, Shuai Zhai, Zhongshang Yang, Wenchao Sci Rep Article To address the problems of poor welding completeness and inefficient configuration for defective automotive body-in-white panels, we propose a method for detecting and configuring the welding completeness of automotive body-in-white panels based on digital twin (DT) and mixed reality (MR). The method uses DT to build an MR-oriented DT framework for the detections and configuration of body-in-white panel welding completeness. We propose a method to build a DT knowledge base for panels, a Yolov4-based welding completeness detection method, and a MR-based configuration method for the welding completeness in panels. Our team develop a panel welding completeness detection and configuration system to fully validate the effectiveness of the method. Nature Publishing Group UK 2022-05-13 /pmc/articles/PMC9106759/ /pubmed/35562574 http://dx.doi.org/10.1038/s41598-022-11440-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Li, Hao
Li, Bing
Liu, Gen
Wen, Xiaoyu
Wang, Haoqi
Wang, Xiaocong
Zhang, Shuai
Zhai, Zhongshang
Yang, Wenchao
A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin
title A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin
title_full A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin
title_fullStr A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin
title_full_unstemmed A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin
title_short A detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin
title_sort detection and configuration method for welding completeness in the automotive body-in-white panel based on digital twin
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9106759/
https://www.ncbi.nlm.nih.gov/pubmed/35562574
http://dx.doi.org/10.1038/s41598-022-11440-0
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