High speed in-process defect detection in metal additive manufacturing

High speed in-process defect detection in metal additive manufacturing

Additive manufacturing (AM) is defined as the process of joining materials to make objects from 3D model data, usually layer upon layer, as opposed to subtractive manufacturing technologies. This fabricating technique is also famously known as ‘3D printing’. Although its entire manufacturing chain i...

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Bibliographic Details
Main Author: Chen, Siwen
Format: Thesis (University of Nottingham only)
Language:English
Published: 2022
Subjects:
Additive manufacturing; machine learning; focus variation; fringe projection; PCA; CNN; Moblie-Net; U-Net;
Online Access:https://eprints.nottingham.ac.uk/67197/

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