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Condition monitoring for the Binder Jetting AM-process with machine learning approaches

: Günther, Daniel; Pirehgalin, Mina Fahimi; Weiß, Iris; Vogel-Heuser, B.


Institute of Electrical and Electronics Engineers -IEEE-; IEEE Industrial Electronics Society -IES-:
IEEE Conference on Industrial Cyberphysical Systems, ICPS 2020. Proceedings : Online Conference; Tampere, Finland, 10 - 12 June 2020
Piscataway, NJ: IEEE, 2020
ISBN: 978-1-7281-6389-5
ISBN: 978-1-7281-6390-1
Conference on Industrial Cyberphysical Systems (ICPS) <2020, Online>
Conference Paper
Fraunhofer IGCV ()
Zustandsüberwachung; Bildanalyse; Binder-Jetting

Binder jetting is an additive manufacturing process of increasing industrial importance. The printhead performance is largely responsible for the component properties. A reliable and simple analysis tool is missing for this. This article shows the first results of the application of a measurement method based on camera images that does not require reference images.