X-ray computed tomography sets the stage for geometrical verification of additive manufacturing components, thanks to its ability in measuring complex shapes. Being a volume measurement technique, usually segmentation/thresholding is adopted to turn volume to coordinate measurement enabling the use of well-known computational algorithms: this transformation significantly contributes to measurement uncertainty. We propose a segmentation-free approach for geometrical verification of additively manufactured components based on “mutual information” an information theory concept adopted for the comparison of inhomogeneous data. This is part of a comprehensive model for the design, (additive) manufacturing, and verification of products by an “enriched voxel representation”.

Segmentation-free geometrical verification of additively manufactured components by x-ray computed tomography

Moroni, Giovanni;Petrò, Stefano
2018-01-01

Abstract

X-ray computed tomography sets the stage for geometrical verification of additive manufacturing components, thanks to its ability in measuring complex shapes. Being a volume measurement technique, usually segmentation/thresholding is adopted to turn volume to coordinate measurement enabling the use of well-known computational algorithms: this transformation significantly contributes to measurement uncertainty. We propose a segmentation-free approach for geometrical verification of additively manufactured components based on “mutual information” an information theory concept adopted for the comparison of inhomogeneous data. This is part of a comprehensive model for the design, (additive) manufacturing, and verification of products by an “enriched voxel representation”.
2018
3D x-ray computed tomography; Additive manufacturing; Inspection; Mechanical Engineering; Industrial and Manufacturing Engineering
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11311/1057152
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