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Defect detection of gear parts in virtual manufacturing

Gears play an important role in virtual manufacturing systems for digital twins; however, the image of gear tooth defects is difficult to acquire owing to its non-convex shape. In this study, a deep learning network is proposed to detect gear defects based on their point cloud representation. This a...

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Detalles Bibliográficos
Autores principales: Xu, Zhenxing, Wang, Aizeng, Hou, Fei, Zhao, Gang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10060497/
https://www.ncbi.nlm.nih.gov/pubmed/36988838
http://dx.doi.org/10.1186/s42492-023-00133-8