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Quality Prediction and Control in Wire Arc Additive Manufacturing via Novel Machine Learning Framework

Wire arc additive manufacturing (WAAM) is capable of rapidly depositing metal materials thus facilitating the fabrication of large-shape metal components. However, due to the multi-process-variability in the WAAM process, the deposited shape (bead width, height, depth of penetration) is difficult to...

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Detalles Bibliográficos
Autores principales: Xiao, Xinyi, Waddell, Clarke, Hamilton, Carter, Xiao, Hanbin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8778228/
https://www.ncbi.nlm.nih.gov/pubmed/35056302
http://dx.doi.org/10.3390/mi13010137