Fusion of physical principles and data-driven based models: an industry 4.0 perspective for improving the polishing process of stoneware tiles

Author:

Sousa Fábio J. P.ORCID,Halla Ricardo,Souza Adeilson,Langlotz Pascal,Glatt Moritz,Aurich Jan C.

Publisher

Springer Science and Business Media LLC

Subject

Industrial and Manufacturing Engineering,Mechanical Engineering

Reference23 articles.

1. Uhlmann TH-J, Lehmann C, Steinhilper R (2017) The digital twin: realizing the cyber-physical production system for industry 4.0. Proced CIRP 61:335–340. https://doi.org/10.1016/j.procir.2016.11.152

2. Schleich B, Anwer N, Mathieu L, Wartzack S (2017) Shaping the digital twin for design and production engineering. CIRP Ann 66(1):141–144. https://doi.org/10.1016/j.cirp.2017.04.040

3. Post J, Groen M, Klaseboer G (2017) Physical model based digital twins in manufacturing processes. Forming Technology Forum. University Groningen, Enschede

4. Erikstad SO (2017) Merging physics, big data analytics and simulation for the next-generation digital twins. In: Bertram V (Hrsg.): HIPER' 17 11th Symposium on high-performance marine vehicles: Zevenwacht, 11–13 September 2017. Technische Universität Hamburg-Harburg, Hamburg.

5. Rosen R, von Wichert G, Lo G, Bettenhausen KD (2015) About the importance of autonomy and digital twins for the future of manufacturing. IFAC-PapersOnLine 48(3):567–572

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