An integrated fuzzy logic and machine learning platform for porosity detection using optical tomography imaging during laser powder bed fusion

An integrated fuzzy logic and machine learning platform for porosity detection using optical tomography imaging during laser powder bed fusion

Traditional methods such as mechanical testing and x-ray computed tomography (CT), for quality assessment in laser powder-bed fusion (LPBF), a class of additive manufacturing (AM), are resource-intensive and conducted post-production. Recent advancements in in-situ monitoring, particularly using opt...

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Bibliographic Details
Main Authors: Osazee Ero, Katayoon Taherkhani, Yasmine Hemmati, Ehsan Toyserkani
Format: Article
Language:English
Published: IOP Publishing 2024-01-01
Series:International Journal of Extreme Manufacturing
Subjects:
additive manufacturing
in-situ monitoring
fuzzy logic
machine learning
laser powder bed fusion
quality assurance
Online Access:https://doi.org/10.1088/2631-7990/ad65cd

Internet

https://doi.org/10.1088/2631-7990/ad65cd

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