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

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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Bibliographic Details
Main Authors: Xinyi Xiao, Clarke Waddell, Carter Hamilton, Hanbin Xiao
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Micromachines
Subjects:
wire arc additive manufacturing (WAAM)
quantitative process-quality analysis
novel machine learning framework
Online Access:https://www.mdpi.com/2072-666X/13/1/137

Internet

https://www.mdpi.com/2072-666X/13/1/137

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