Issue 2/2023
Digital-based Production
Content (13 Articles)
Digital-based production: introduction and fields of application
J. Metternich, A. Kreß
Tool management optimisation through traceability and tool wear prediction in the aviation industry
Markus Schreiber, Nik Weisbrod, Amina Ziegenbein, Joachim Metternich
Data quality evaluation for smart multi-sensor process monitoring using data fusion and machine learning algorithms
Tiziana Segreto, Roberto Teti
Graph-based prediction of missing KPIs through optimization and random forests for KPI systems
Marvin Carl May, Zeyu Fang, Michael B. M. Eitel, Nicole Stricker, Debarghya Ghoshdastidar, Gisela Lanza
Function-oriented defect assessment in hybrid sheet molding compound tensile specimen using surrogate models
Lucas Bretz, Dominik Koch, Krzysztof Debowski, Katja Höger, Gisela Lanza
Quality prediction for milling processes: automated parametrization of an end-to-end machine learning pipeline
Alexander Fertig, Christoph Preis, Matthias Weigold
Research on the evaluation method of the operation status of digital workshop in discrete manufacturing industry
Qiang Wang, Jing Ma, Zengqiang Jiang, Jile Zhang
Creation and validation of systems for product and process configuration based on data analysis
Alex Maximilian Frey, Marvin Carl May, Gisela Lanza
Study on learning efficient stroke representations in clocked sheet metal processing: theoretical and practical evaluation
Philipp Niemietz, Marek Fencl, Thomas Bergs
Investigation of industrial die-cast Al-alloys using X-ray micro-computed tomography and machine learning approach for CT segmentation
Katanaga Yusuke, Ajith Bandara, Natsuto Soga, Koichi Kan, Akifumi Koike, Toru Aoki
Cascaded heat merit order for industrial energy systems to evaluate district heating potential
Thomas Kohne, Jan Niklas Scherff, Matthias Weigold
In-situ characterization of tool temperatures using in-tool integrated thermoresistive thin-film sensors
Germán González, Marcel Plogmeyer, Julius Schoop, Günter Bräuer, Volker Schulze
Modular lightweight robot system for aircraft production using a generic OPC UA skill concept
Philip Koch, Parth Rawal, Nico Töpfer, Tim Haß, Christian Böhlmann, Wolfgang Hintze