Sensors · 2019 · 211 citations · 19 references
EngineeringManufacturing EngineeringAdditive ManufacturingDigital ImagingMachine Vision3D PrintingComputer-aided ManufacturingDigital ManufacturingGeometry ProcessingMetal Additive ManufacturingAccuracyAdditive Manufacturing DistortionDeformationDistortion CorrectionFused Filament FabricationImage Distortion CorrectionManufacturing AccuracyOn-machine Measurement
Industrial adoption of additive manufacturing (AM) processes demands improvement in the geometrical accuracy of manufactured parts. One key achievement would be to ensure that manufactured layer contours match the correspondent theoretical profiles, which would require integration of on-machine measurement devices capable of digitizing individual layers. Flatbed scanners should be considered as serious candidates, since they can achieve high scanning speeds at low prices. Nevertheless, image deformation phenomena reduce their suitability as two-dimensional verification devices. In this work, the possibilities of using flatbed scanners for AM contour verification are investigated. Image distortion errors are characterized and discussed and special attention is paid to the plication effect caused by contact imaging sensor (CIS) scanners. To compensate this phenomena, a new local distortion adjustment (LDA) method is proposed and its distortion correction capabilities are evaluated upon actual layer contours manufactured on a fused filament fabrication (FFF) machine. This proposed method is also compared to conventional global distortion adjustment (GDA). Results reveal quasi-systematic deformations of the images which could be minimized by means of distortion correction. Nevertheless, the irregular nature of such a distortion and the superposition of different errors penalize the use of GDA, to the point that it should not be used with CIS scanners. Conclusions indicate that LDA-based correction would enable the use of flatbed scanners in AM for on-machine verification tasks.
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The barriers to the progression of additive manufacture: Perspectives from UK industry
L.E.J. Thomas-Seale, Jackson Kirkman‐Brown, Moataz M. Attallah et al. · International Journal of Production Economics · 2018 · 228 citations · Full text
Engineering, Manufacturing Engineering, Materials Engineering +17