[Buchbeitrag, Beitrag zu einem Tagungsband]
Human-Centric Machine Learning Approach for Injection Mold Design: Towards Automated Ejector Pin Placement
In: Machine Learning, Optimization, and Data Science : 8th International Workshop, LOD 2022, Certosa di Pontignano, Italy, September 19-22, 2022, Revised Selected Papers, Part II / edited by Giuseppe Nicosia, Varun Ojha, Emanuele La Malfa, Gabriele La Malfa, Panos Pardalos, Giuseppe Di Fatta, Giovanni Giuffrida, Renato Umeton, 27-31, 2023
[DOI: 10.1007/978-3-031-25891-6_3]

Lauwigi, Johanna (Corresponding author)
Samsonov, Vladimir
Lütticke, Daniel

[Fachzeitschriftenartikel]
Investigation on the impact of electrical faults on the loads and exposures of wind turbine gears
In: Forschung im Ingenieurwesen, 13 Seiten, 2023
[DOI: 10.1007/s10010-023-00625-2]

Roth, Laurenz Fabian (Corresponding author)
Röder, Julian
Brimmers, Jens
Bosse, Dennis
Brecher, Christian
et al.

[Beitrag zu einem Tagungsband]
Erosion of an Air-injected Plain Waterjet (iPWJ)
In: [WJTA Conference & Expo 2022, WJTA, 2022-11-01 - 2022-11-03, New Orleans, Louisiana, USA], 15 pp., 2023

Poloprudský, Jakub
Schüler, Manuel
Bergs, Thomas

[Buchbeitrag, Fachzeitschriftenartikel]
Seam properties of overlap welding strategies from copper to aluminum using green laser radiation for battery tab connections in electric vehicles
In: Materials, 16 (3), 1069, 2023
[DOI: 10.3390/ma16031069]

Kaufmann, Florian (Corresponding author)
Strugulea, Mihail
Höltgen, Christian
Roth, Stephan
Schmidt, Michael

[Fachzeitschriftenartikel]
Lubrication of Radial Loaded Tapered Roller Bearings Under High Rotational Speeds
In: Tribology in industry, 45 (1), 178-190, 2023
[DOI: 10.24874/ti.1394.10.22.02]

Gärtner, Marcus Holger (Corresponding author)
Brecher, Christian
Neus, Stephan
Recker, Cornelia
Franken, Mark
et al.

[Fachzeitschriftenartikel]
Konzept zur selektiven Modelladaption durch Clustering von Prozessdaten
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb, 118 (3), 138-143, 2023
[DOI: 10.1515/zwf-2023-1003]

Brecher, Christian
Frenkel, Nils
Lohrmann, Vincent
Ochel, Janis (Corresponding author)
Strachkov, Anton
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Framework for the Identification of Fields of Innovation in the Product Environment Via Text Mining and Semantic Networks
In: Intelligent and transformative production in pandemic times : proceedings of the 26th International Conference on Production Research / Chin-Yin Huang, Rob Dekkers, Shun Fung Chiu, Daniela Popescu, Luis Quezada editors, 737-746, 2023
[DOI: 10.1007/978-3-031-18641-7_68]

Riesener, Michael
Kuhn, Maximilian
Lauf, Hendrik (Corresponding author)
Schuh, Günther

[Fachzeitschriftenartikel]
Pulvercharakterisierung und Parameteroptimierung zur additiven Verzahnungsfertigung mittels LPBF
In: RTejournal - Forum für Rapid Technologie, 19 (Online), 18 p., 2023

Klee, Lukas (Corresponding author)
Bergs, Thomas
Brimmers, Jens
Lantzsch, Tim
Häfner, Constantin

[Fachzeitschriftenartikel]
Experimental analysis on the influence of the tool micro geometry on the wear behavior in gear hobbing
In: The international journal of advanced manufacturing technology, 126 (Online First), 14 p., 2023
[DOI: 10.1007/s00170-023-11158-x]

Kühn, Felix
Hendricks, Steffen (Corresponding author)
Troß, Nico
Brimmers, Jens
Bergs, Thomas

[Fachzeitschriftenartikel]
Ottimizzazione di riduttori planetari per veicoli elettrici
In: Organi di trasmissione, 53 (3), 26-38, 2023

Westphal, Christian Michael (Corresponding author)
Brimmers, Jens
Brecher, Christian

[Fachzeitschriftenartikel]
Hybrid learning-based digital twin for manufacturing process - Modeling framework and implementation
In: Robotics and computer-integrated manufacturing, 2023 (82), Art. 102545, 2023
[DOI: 10.1016/j.rcim.2023.102545]

Huang, Ziqi (Corresponding author)
Fey, Marcel
Liu, Chao
Beysel, Ege
Xu, Xun
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Smart Containers—Enabler for More Sustainability in Food Industries?
In: Production at the Leading Edge of Technology : Proceedings of the 12th Congress of the German Academic Association for Production Technology (WGP), University of Stuttgart, October 2022 / edited by Mathias Liewald, Alexander Verl, Thomas Bauernhansl, Hans-Christian Möhring, 416-426, 2023
[DOI: 10.1007/978-3-031-18318-8_43]

Burggräf, Peter
Steinberg, Fabian (Corresponding author)
Adlon, Tobias
Nettesheim, Philipp (Corresponding author)
Kahmann, Hannes (Corresponding author)
et al.

[Buch, Doktorarbeit]
Untersuchung eines Zweistrahlprozesses als Ansatz zur Prozessstabilitätserhöhung des drahtbasierten Laserauftragschweißens
In: Ergebnisse aus der Produktionstechnik 10/2023, 2023
[DOI: 10.18154/RWTH-2023-02618]

Gipperich, Marius

[Buchbeitrag, Beitrag zu einem Tagungsband]
Cross-Process Modeling of Manufacturing Process Sequences with Consideration of Model Uncertainties
In: Smart, sustainable manufacturing in an ever-changing world : proceedings of International Conference on Competitive Manufacturing (COMA ’22) / Konrad von Leipzig, Natasha Sacks, Michelle Mc Clelland editors, 17-30, 2023
[DOI: 10.1007/978-3-031-15602-1_2]

Bergs, Thomas
Beckers, Alexander (Corresponding author)
Apelt, Sebastian
Hommen, Tim
Barth, Sebastian

[Buchbeitrag, Beitrag zu einem Tagungsband]
Identification of Residual Development Efforts in Agile Ramp-Up Production
In: Smart, sustainable manufacturing in an ever-changing world : proceedings of International Conference on Competitive Manufacturing (COMA ’22) / Konrad von Leipzig, Natasha Sacks, Michelle Mc Clelland editors, 3-15, 2023
[DOI: 10.1007/978-3-031-15602-1_1]

Bergs, Thomas
Apelt, Sebastian (Corresponding author)
Becker, Malte
Beckers, Alexander
Barth, Sebastian

[Buchbeitrag, Beitrag zu einem Tagungsband]
Game-Theoretic Concept for Determining the Price of Time Series Data
In: Production at the Leading Edge of Technology : Proceedings of the 12th Congress of the German Academic Association for Production Technology (WGP), University of Stuttgart, October 2022 / edited by Mathias Liewald, Alexander Verl, Thomas Bauernhansl, Hans-Christian Möhring, 585-599, 2023
[DOI: 10.1007/978-3-031-18318-8_59]

Mayer, Johannes (Corresponding author)
Kaufmann, Tobias
Niemietz, Philipp
Bergs, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Leveraging Peripheral Systems Data in the Design of Data-Driven Services to Increase Resource Efficiency
In: Production at the Leading Edge of Technology / Liewald, Mathias (Editor), 799-809, 2023
[DOI: 10.1007/978-3-031-18318-8_79]

Kaufmann, Tobias (Corresponding author)
Niemietz, Philipp
Bergs, Thomas

[Buch]
Monetizing Data in Networked, Adaptive Production - Succeeding in Data-Driven Ecosystems. White Paper, 2023
[DOI: 10.24406/publica-400]

Schuh, Günther
Studerus, Bastian
Bürklin, Bastian
Zeller, Andreas

[Buchbeitrag, Fachzeitschriftenartikel]
Laser Tracker-Based on-the-Fly Machine Tool Calibration without Real-Time Synchronization
In: Journal of manufacturing and materials processing, 7 (2), 60, 2023
[DOI: 10.3390/jmmp7020060]

Sanders, Mark Pascal (Corresponding author)
Bodenbenner, Matthias Stefan
Dahlem, Jan Philipp
Emonts, Dominik
Montavon, Benjamin Leendert
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Derivation of Requirements for the Formation of Collective Target Systems for Technology-Based Cooperation Between Manufacturing Corporates and Startups
In: Smart, sustainable manufacturing in an ever-changing world : proceedings of International Conference on Competitive Manufacturing (COMA ’22) / Konrad von Leipzig, Natasha Sacks, Michelle Mc Clelland editors, 463-482, 2023
[DOI: 10.1007/978-3-031-15602-1_34]

Schuh, Günther (Corresponding author)
Studerus, Bastian

[Buch]
Richtwerte für spanende Bearbeitung von Kupfer und Kupferlegierungen
In: Informationsdruck i.18, 2023

Bergs, Thomas
Schraknepper, Daniel
Baier, Stefan

[Buch, Doktorarbeit]
Recommending data preprocessing pipelines for machine learning applications in production
In: Ergebnisse aus der Produktionstechnik 8/2023, 2023
[DOI: 10.18154/RWTH-2023-02364]

Frye, Maik

[Fachzeitschriftenartikel]
Nachhaltigkeit im Produktionsanlauf
In: Zeitschrift für wirtschaftlichen Fabrikbetrieb, 118 (1/2), 15-19, 2023
[DOI: 10.1515/zwf-2023-1014]

Padrón, Marcos (Corresponding author)
Beckschulte, Sebastian
Haller, Julian Maria
Elsner, Juliane Rebekka
Schmitt, Robert H.

[Buch, Doktorarbeit]
Kontaktfreie Bahnlaufregelung zur Herstellung funktionaler Mehrlagensysteme in einem kontinuierlichen Laminierprozess
In: Ergebnisse aus der Produktionstechnik 1/2023, 2023
[DOI: 10.18154/RWTH-2023-02224]

Priwisch, Martin

[Buchbeitrag, Beitrag zu einem Tagungsband]
A Conceptual Framework for Production Process Parameter Optimization with Modular Hybrid Simulations
In: Software Engineering and Formal Methods. SEFM 2022 Collocated Workshops : AI4EA, F-IDE, CoSim-CPS, CIFMA, Berlin, Germany, September 26-30, 2022, Revised Selected Papers / edited by Paolo Masci, Cinzia Bernardeschi, Pierluigi Graziani, Mario Koddenbrock, Maurizio Palmieri, 17-25, 2023
[DOI: 10.1007/978-3-031-26236-4_2]

Olbrych, Sylwia (Corresponding author)
Kemmerling, Marco
Zhou, Hans Aoyang
Lütticke, Daniel
Schmitt, Robert H.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Process Design Optimization for Face Hobbing Plunging of Bevel Gears
In: Production at the Leading Edge of Technology : Proceedings of the 12th Congress of the German Academic Association for Production Technology (WGP), University of Stuttgart, October 2022 / edited by Mathias Liewald, Alexander Verl, Thomas Bauernhansl, Hans-Christian Möhring, 189-198, 2023
[DOI: 10.1007/978-3-031-18318-8_20]

Kamratowski, Melina (Corresponding author)
Alexopoulos, Charalampos
Brimmers, Jens
Bergs, Thomas

[Buchbeitrag, Beitrag zu einem Tagungsband]
Determination of Tool and Machine Stiffness Based on Machine Internal and Quality Data
In: Production at the Leading Edge of Technology : Proceedings of the 12th Congress of the German Academic Association for Production Technology (WGP), University of Stuttgart, October 2022 / edited by Mathias Liewald, Alexander Verl, Thomas Bauernhansl, Hans-Christian Möhring, 335-345, 2023
[DOI: 10.1007/978-3-031-18318-8_35]

Loba, Matthäus (Corresponding author)
Brecher, Christian
Fey, Marcel
Roenneke, Felix
Yeh, Deng-Fu

[Buchbeitrag, Beitrag zu einem Tagungsband]
Multivariate Synchronization of NC Process Data Sets Based on Dynamic Time Warping
In: Production at the Leading Edge of Technology : Proceedings of the 12th Congress of the German Academic Association for Production Technology (WGP), University of Stuttgart, October 2022 / edited by Mathias Liewald, Alexander Verl, Thomas Bauernhansl, Hans-Christian Möhring, 288-296, 2023
[DOI: 10.1007/978-3-031-18318-8_30]

Ochel, Janis (Corresponding author)
Fey, Marcel
Brecher, Christian

[Doktorarbeit]
Hybrid modeling of transient volumetric machine tool errors for virtual climatization, 2023
[DOI: 10.18154/RWTH-2023-01620]

Dahlem, Jan Philipp

[Beitrag zu einem Tagungsband, Fachzeitschriftenartikel]
Application of multispectral computed tomography for the characterisation of natural graphite
In: The e-journal of nondestructive testing & ultrasonics, 28 (3), 1-8, 2023

Krebbers, Leonard Theodor
Grozmani, Natalia (Corresponding author)
Lottermoser, Bernd G.
Schmitt, Robert H.

[Fachzeitschriftenartikel]
Study on learning efficient stroke representations in clocked sheet metal processing: theoretical and practical evaluation
In: Production engineering, 11 Seiten, 2023
[DOI: 10.1007/s11740-023-01182-x]

Niemietz, Philipp (Corresponding author)
Fencl, Marek
Bergs, Thomas

[Buchbeitrag]
The Internet of Production as the Foundation of Data Utilization in Production : Challenges and Solutions of Data-Driven Knowledge Gain
In: The Monetization of Technical Data : Innovations from Industry and Research / edited by Daniel Trauth, Thomas Bergs, Wolfgang Prinz, 247-264, 2023
[DOI: 10.1007/978-3-662-66509-1_15]

Becker, Marco (Corresponding author)
Brockmann, Matthias
Niemietz, Philipp
Trauth, Daniel
Bergs, Thomas
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Safe and Flexible Collaborative Assembly Processes Using Behavior Trees and Computer Vision
In: Intelligent Human Systems Integration (IHSI 2023): Integrating People and Intelligent Systems : proceedings of th 6th International Conference on Intelligent Human Systems Integration (IHSI 2023): Integrating People an Intelligent Systems, Venice, Italy, February 22-24, 2023 / Editors: Tareq Ahram, Waldemar Karwowski, Pepetto Di Bucchianico, Redha Taiar, Luca Casarotto, Pietro Costa, 869-879, 2023
[DOI: 10.54941/ahfe1002912]

Trinh, Minh
Kötter, David
Chu, Ariane
Behery, Mohamed Anwar Abdellatif
Lakemeyer, Gerhard
et al.

[Fachzeitschriftenartikel]
LIFTOSCOPE: development of an automated AI-based module for time-effective and contactless analysis and isolation of cells in microtiter plates
In: Journal of biological engineering : jbe, 17, 10, 2023
[DOI: 10.1186/s13036-023-00329-9]

Narrog, Florian (Corresponding author)
Lensing, Richard
Piotrowski, Tobias
Nottrodt, Nadine
Wehner, Martin
et al.

[Buch, Doktorarbeit]
Sozio-technische Problemlösungsfähigkeit von PPS-Systemen
In: Ergebnisse aus der Produktionstechnik 4/2023, 2023
[DOI: 10.18154/RWTH-2023-01407]

Schmidhuber, Matthias

[Buch, Doktorarbeit]
Recommending data preprocessing pipelines for machine learning applications in production
In: Ergebnisse aus der Produktionstechnik 3/2023, 2023
[DOI: 10.18154/RWTH-2023-01401]

Frye, Maik

[Buchbeitrag, Beitrag zu einem Tagungsband]
Benchmarking Control Charts and Machine Learning Methods for Fault Prediction in Manufacturing
In: Production at the Leading Edge of Technology : Proceedings of the 12th Congress of the German Academic Association for Production Technology (WGP), University of Stuttgart, October 2022 / edited by Mathias Liewald, Alexander Verl, Thomas Bauernhansl, Hans-Christian Möhring, 545-554, 2023
[DOI: 10.1007/978-3-031-18318-8_55]

Beckschulte, Sebastian (Corresponding author)
Mohren, Johannes
Huebser, Louis
Buschmann, Daniel
Schmitt, Robert H.

[Buch, Doktorarbeit]
Operationalisierung von digitalen Schatten im Werkzeugbau
In: Ergebnisse aus der Produktionstechnik 2/2023, 2023
[DOI: 10.18154/RWTH-2023-01249]

Graberg, Tim

[Buch, Doktorarbeit]
Werkstattgerechte Schadensanalyse in CFK-Strukturbauteilen mit optisch georteter Ultraschallmesstechnik
In: Ergebnisse aus der Produktionstechnik 44/2022, 2023
[DOI: 10.18154/RWTH-2023-01199]

Nienheysen, Philipp Thomas

[Buch, Doktorarbeit]
Selbstkalibrierung von 5-Achs-Bearbeitungszentren mit Dreh-/Schwenktisch
In: Ergebnisse aus der Produktionstechnik 39/2022, 2023
[DOI: 10.18154/RWTH-2023-01163]

Behrens, Jan

[Buch, Doktorarbeit]
Modellbildung mittels symbolischer Regression zur Messunsicherheitsbestimmung komplexer Messprozesse
In: Ergebnisse aus der Produktionstechnik 7/2023, 2023
[DOI: 10.18154/RWTH-2023-01146]

Müller, Tobias

[Buch, Doktorarbeit]
Bestimmung der Logik von Innovationsideen für technische Systeme
In: Ergebnisse aus der Produktionstechnik 3/2023, 2023
[DOI: 10.18154/RWTH-2023-01105]

Schwarberg, Thomas

[Bericht]
Machine learning model for thermo-elastic machine tool errors, 2023
[DOI: 10.18154/RWTH-2023-01017]

Spierling, Robert
Plum, Franziska
Fey, Marcel
Brecher, Christian

[Bericht]
Accelerating Deep Tech Innovations, 2023
[DOI: 10.24406/PUBLICA-468]

Schuh, Günther
Latz, Tim
Hedemann, Moritz
Reufsteck, Till Felix

[Fachzeitschriftenartikel]
Investigation of the influence of asymmetrical profiles on the wear behavior in gear hobbing
In: Forschung im Ingenieurwesen = Engineering research, 2023 (Online First), 10 p., 2023
[DOI: 10.1007/s10010-022-00607-w]

Janßen, Christopher Maria (Corresponding author)
Brimmers, Jens
Bergs, Thomas

[Buchbeitrag]
The Data Lifecycle from Data Capture to Insight: Savings Potential in Automated Production Technology
In: The Monetization of Technical Data : Innovations from Industry and Research / edited by Daniel Trauth, Thomas Bergs, Wolfgang Prinz, 487-506, 2023
[DOI: 10.1007/978-3-662-66509-1_27]

Brecher, Christian
Blanke, Philipp (Corresponding author)
Padberg, Melanie Sarah Katharina
Dassen, Yannick
Fimmers, Christian
et al.

[Fachzeitschriftenartikel]
Modeling of microstructural workpiece rim zone modifications during hard machining
In: Journal of materials processing technology, 311, 117815, 2022
[DOI: 10.1016/j.jmatprotec.2022.117815]

Tekkaya, Berk (Corresponding author)
Meurer, Markus Joachim
Dölz, Michael
Könemann, Markus Josef
Münstermann, Sebastian
et al.

[Buchbeitrag, Beitrag zu einem Tagungsband]
Mapping Application Ontologies as a Gateway into OBDA Systems in the Internet of Production
In: Cyber-Physical Systems and Control II, 195-204, 2023
[DOI: 10.1007/978-3-031-20875-1_18]

Brecher, Christian
Müller, Aleksandra
Nauck, Thomas
Storms, Simon

[Beitrag zu einem Tagungsband]
What Are the Drivers or Inhibitors for the Use of Innovative Technologies in Quality Management? A Grounded Theory Study
In: Brilliance in Resilience: Operations and Supply Chain Management's Role in Achieving a Sustainable Future (International EurOMA Conference) 2022 : Start Date: 2022-07-01 : Location: Berlin, Germany : Organizer: European Operations Management Association EurOMA, 2023
[DOI: 10.24406/publica-731]

Brochhaus, Maximilian
Koch, Julian
Fleischer, Karsten
Coners, André
Schmitt, Robert H.

[Buch]
The Monetization of Technical Data : Innovations from Industry and Research / edited by Daniel Trauth, Thomas Bergs, Wolfgang Prinz, 2023
[DOI: 10.1007/978-3-662-66509-1]

Trauth, Daniel (Editor)
Bergs, Thomas (Editor)
Prinz, Wolfgang (Editor)