Browsing Institutt for vareproduksjon og byggteknikk by Journals "Journal of Intelligent Manufacturing"
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Automated 3D burr detection in cast manufacturing using sparse convolutional neural networks
(Peer reviewed; Journal article, 2022)For automating deburring of cast parts, this paper proposes a general method for estimating burr height using 3D vision sensor that is robust to missing data in the scans and sensor noise. Specifically, we present a novel ... -
Prediction of geometry deviations in additive manufactured parts: comparison of linear regression with machine learning algorithms
(Peer reviewed; Journal article, 2020)Dimensional accuracy in additive manufacturing (AM) is still an issue compared with the tolerances for injection molding. In order to make AM suitable for the medical, aerospace, and automotive industries, geometry variations ...