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Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Application of multimodal process monitoring for enhanced quality control and defect detection in laser-based directed energy deposition2025 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Cedric Hauschopp, Simon Dicks, Jan Bremer, Daniel Wall, Gert Dehnen, Nick Brierley, +2 more
1citations -
3D-CUBE readiness model for industry 4.0: technological, organizational, and process maturity enablers2022 Production & Manufacturing Research article Engineering Digital Transformation in Industry Open access
Bruna Felippes, Isaac Ambrósio da Silva, Sanderson César Macêdo Barbalho, Tobias Adam, Ina Heine, Robert Heinrich Schmitt
15citations -
Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig–Polaczek, Markus Dahlmanns, +13 more
7citations -
Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig–Polaczek, Markus Dahlmanns, +13 more
1citations -
Evolving the Digital Industrial Infrastructure for Production: Steps Taken and the Road Ahead2023 Interdisciplinary excellence accelerator series book-chapter Engineering Digital Transformation in Industry Open access
Jan Pennekamp, Anastasiia Belova, Thomas Bergs, Matthias Bodenbenner, Andreas Bührig–Polaczek, Markus Dahlmanns, +13 more
0citations -
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams2023 IFAC-PapersOnLine article Engineering Additive Manufacturing Materials and Processes Open access
Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more
5citations -
Evaluation of Key Spatiotemporal Learners for Print Track Anomaly Classification Using Melt Pool Image Streams2023 arXiv (Cornell University) preprint Engineering Additive Manufacturing Materials and Processes Open access
Lynn Cherif, Mutahar Safdar, Guy Lamouche, Priti Wanjara, Padma Polash Paul, Gentry Wood, +3 more
0citations -
Dataset for Potential of Model Predictive Force Control in Five-Axis Positional Milling Considering Tool Wear2026 RWTH Publications (RWTH Aachen) dataset Engineering Advanced machining processes and optimization Open access
Patrick Michael Ochudlo, Adrian Karl Rüppel, Franziska Plum, Thomas Bergs, Heike Vallery, Sebastian Stemmler
0citations