In-situ material classification in sheet-metal blanking using deep convolutional neural networks

Author:

Unterberg M.,Niemietz P.,Trauth D.,Wehrle K.,Bergs T.

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Mechanical Engineering

Reference20 articles.

1. Klocke F (2014) Manufacturing processes 4: forming. Springer Science & Business Media

2. Harsch D, Fischer P, Berisha B, Heingärtner J, Renkci Y, Hora P (2018) Considering fluctuations of material properties, stainless steel 1.4301, on manufacturability of kitchen sinks. In: IOP Conference Series: Materials Science and Engineering, IOP Publishing ,vol. 418, no. 1, p. 012113

3. Siegert K (ed) (2015) Blechumformung: Verfahren. Springer, Werkzeuge und Maschinen

4. Zheng Q, Zhuang X, Zhao Z (2019) State-of-the-art and future challenge in fine-blanking technology. Prod Eng Res Devel 13(1):61–70

5. Monostori L, Kádár B, Bauernhansl T, Kondoh S, Kumara S, Reinhart G, Ueda K (2016) Cyber-physical systems in manufacturing. CIRP Ann 65(2):621–641

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