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Non-destructive monitoring of forming quality of self-piercing riveting via a lightweight deep learning

Self-piercing riveting (SPR) has been widely used in automobile body jointing. However, the riveting process is prone to various forming quality failures, such as empty riveting, repeated riveting, substrate cracking, and other riveting defects. This paper combines deep learning algorithms to achiev...

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Detalles Bibliográficos
Autores principales: Lin, Sen, Zhao, Lun, Wang, Sen, Islam, Md Shafiqul, Wei, Wu, Huo, Xiaole, Guo, Zixin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10102224/
https://www.ncbi.nlm.nih.gov/pubmed/37055460
http://dx.doi.org/10.1038/s41598-023-32827-7