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Data Analytics Production Line Optimization Model (DAPLOM) - A Systematic Framework for Process Optimizations2021 Lecture notes in production engineering conference-paper Engineering Digital Transformation in Industry
Durmus Harman, Daniel Buschmann, Michael Knapp, Robert Heinrich Schmitt, H. Eigenbrod
4citations -
Human Digital Shadow: Data-based Modeling of Users and Usage in the Internet of Production2021 International Conference on Human System Interaction (HSI) conference-paper Engineering Digital Transformation in Industry
Alexander Mertens, Sebastian Pütz, Philipp Brauner, Florian Brillowski, Nadine Buczak, Hannah Dammers, +15 more
31citations -
Towards Industry 5.0: AAS/MLOps-Driven Model Maintenance for Data-Centric Production2025 International Conference on Informatics in Control, Automation and Robotics (ICINCO) conference-paper Engineering Digital Transformation in Industry Open access
Kiavash Fathi, Marcin Sadurski, Stefan Waskow, Tobias Kleinert, Hans Wernher van de Venn
0citations -
Model improvement through real data connection for Virtual commissioning in ramp-up management of scalable production systems2021 Procedia CIRP article Engineering Flexible and Reconfigurable Manufacturing Systems Open access
Achim Kampker, Saskia Wessel, Simon Heine, Andreas Mayr, Alexander M. Kuhn
8citations -
Bridging the Gap between Prediction and Action: Information Demands and Requirements for a Data-Based Decision Support System for Root Cause Analysis in Production2025 International Conference on Control, Automation and Diagnosis (ICCAD) conference-paper Engineering Fault Detection and Control Systems
Tobias Schulze, Marcos Padrón Hinrichs, Robert Heinrich Schmitt
1citations -
Coupled process chain modelling to minimise the earing formation in industrially rolled aluminium strips for beverage can production using data-based methods2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access
Nilesh Thakare, Kai F. Karhausen, Hans-Reimund Müller, Emad Scharifi, David Benjamin Bailly
1citations -
Synthetic Data Generation for AI-Informed End-of-Line Testing for Lithium-Ion Battery Production2025 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access
Tessa Krause, Daniel Nusko, Johannes Rittmann, Luciana Pitta Bauermann, Moritz Kroll, Carlo Holly
7citations -
Demonstrating Data-to-Knowledge Pipelines for Connecting Production Sites in the World Wide Lab2026 RWTH Publications (RWTH Aachen) article Engineering Digital Transformation in Industry Open access
Leon Gorißen, Jan-Niklas Schneider, Mohamed Anwar Abdellatif Behery, Philipp Brauner, Moritz Lennartz, Ender David Kötter, +8 more
0citations -
The Internet of Production Digital Shadow Reference Model for Worldwide Production Labs2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Judith Michael, István Koren, Iraklis Dimitriadis, Judith Fulterer, Aymen Gannouni, Malte Heithoff, +12 more
4citations -
Sustainability Assessment of Machining Processes in Turbine Disk Production: From Data Acquisition to Digital Anchoring in the PCF AAS Submodel2026 Journal of Manufacturing and Materials Processing article Engineering Manufacturing Process and Optimization Open access
Marc Núñez Ubach, David Ehrenberg, Viktor Rudel, Stefan Schröder, Thomas Bergs
0citations