[Journal Article]
Towards monitoring of a cricket production using instance segmentation
In: Journal of insects as food and feed, 8 (7), 763-772, 2022
[DOI: 10.3920/JIFF2021.0165]

Wenning, Marius Julian (Corresponding author)
Piotrowski, Tobias
Janzen, Jürgen
Nießing, Bastian
Schmitt, Robert H.

[Journal Article]
Toward Rapid, Widely Available Autologous CAR-T Cell Therapy - Artificial Intelligence and Automation Enabling the Smart Manufacturing Hospital
In: Frontiers in medicine, 9, 913287, 2022
[DOI: 10.3389/fmed.2022.913287]

Hort, Simon
Herbst, Laura
Bäckel, Niklas
Erkens, Frederik
Niessing, Bastian
et al.

[Contribution to a book, Contribution to a conference proceedings]
Dynamic Task Allocation for Cooperating, Heterogeneous Assembly Resources in LMAS
In: Towards sustainable customization bridging smart products and manufacturing systems : proceedings of the 8th Changeable, Agile, Reconfigurable and Virtual Production Conference (CARV2021) and the 10th World Mass Customization & Personalization Conference (MCPC2021), Aalborg, Denmark, October/November 2021 / Ann-Louise Andersen, Rasmus Andersen, Thomas Ditlev Brunoe, Maria Stoettrup Schioenning Larsen, Kjeld Nielsen, Alessia Napoleone, Stefan Kjeldgaard editors, 535-542, 2021
[DOI: 10.1007/978-3-030-90700-6_60]

Kluge-Wilkes, Aline Chantal (Corresponding author)
Schmitt, Robert H.

[Patent]
Greifer zum Greifen von Objekten, 2022

Heibeyn, Jan
König, Niels
Radermacher, Klaus

[Contribution to a conference proceedings, Journal Article]
AI-Based Failure Management : Value Chain Approach in Commercial Vehicle Industry
In: Procedia CIRP, 109, 251-256, 2022

Günther, Robin Yannick Rocky (Corresponding author)
Beckschulte, Sebastian
Wende, Martin
Mende, Hendrik
Schmitt, Robert H.

[Contribution to a book, Contribution to a conference proceedings]
Fine Blanking Limits of Manganese-Boron-Steel in Fine Blanking Compared to Tempered Steel with Variation of Sheet Metal Temperature
In: [ESAFORM 2022 - 25th International Conference in Material Forming, ESAFORM 22, 2022-04-27 - 2022-04-29, Braga, Portugal], 1122-1130, 2022
[DOI: 10.4028/p-7cwhpb]

Weiser, Ingo Felix (Corresponding author)
Herrig, Tim (Corresponding author)
Bergs, Thomas (Corresponding author)

[Journal Article]
Testing the reliability of monocular obstacle detection methods in a simulated 3D factory environment
In: Journal of intelligent manufacturing, 2022
[DOI: 10.1007/s10845-022-01983-4]

Wenning, Marius Julian (Corresponding author)
Backhaus, Anton Akira
Adlon, Tobias
Burggräf, Peter

[Patent]
Nachweis von Umwelteinflüssen mittels Biolumineszenz, 2022

Borlinghaus, Jan
Gruhlke, Martin C. H.
Reiter, Jana
Slusarenko, Alan
Riesener, Michael

[Contribution to a conference proceedings, Journal Article]
Advanced experimental setup for in-process measurement of thermo-mechanical load and tool wear when drive shaft turning
In: Procedia CIRP, 108, 323-328, 2022
[DOI: 10.1016/j.procir.2022.03.054]

Abouridouane, Mustapha (Corresponding author)
Augspurger, Thorsten
Reinisch, Niklas
Rajaei, Ali
Fernández, Mauricio
et al.

[Contribution to a book]
Deployment of machine learning and artificial intelligence solutions in the manufacturing environment
In: ICNAP Study Report 2021, 38-49, 2022

Kies, Alexander
Heymann, Henrik
Schmitt, Robert H.

[Contribution to a book]
Extended reality applied for production line industrialization. How to benefit from extended reality in production?
In: ICNAP Study Report 2021, 32-37, 2022

Brochhaus, Maximilian
Brandstätter, Tobias Claus
Grunert, Dennis
Schmitt, Robert H.

[Contribution to a book]
Data-driven business models. Monetizing industrial data
In: ICNAP Study Report 2021. International Center for Networked, Adaptive Production, 8-19, 2022

Studerus, Bastian
Patzwald, Marc
Cassel, Leonard
Schauss, Marc
Schuh, Günther

[Book]
ICNAP Study Report 2021 / International Center for Networked, Adaptive Production, 2022

Lossie, Karl
Pothen, Mario
Patzwald, Marj
Studerus, Bastian
Cassel, Leonard
et al.

[Contribution to a book, Contribution to a conference proceedings]
Importance of a 5G Network for Construction Sites : Limitation of WLAN in 3D Sensing Applications
In: Proceedings of the 39th International Symposium on Automation and Robotics in Construction / International Association for Automation and Robotics in Construction ; editors in chief: Linner, Tomas; García de Soto, Borja; Hu, Rongbo; Brilakis, Ioannis, 391-398, 2022
[DOI: 10.22260/ISARC2022/0054]

Lee, Hyung Joo
Krishnan, Ajith
Brell-Cokcan, Sigrid
Knußmann, Janina
Brochhaus, Maximilian
et al.

[Journal Article]
Modeling nonequilibrium thermoviscoelastic material behaviors of glass in nonisothermal glass molding
In: Journal of the American Ceramic Society, [1]-17, 2022
[DOI: 10.1111/jace.18605]

Vu, Anh Tuan (Corresponding author)
Avila Hernandez, Rocio de los Angeles
Grunwald, Tim
Bergs, Thomas

[Journal Article]
Sinogram interpretability based CT artefact reduction for multi-material workpieces
In: Nondestructive testing and evaluation : NDT & E, 1-13, 2022
[DOI: 10.1080/10589759.2022.2091134]

Grozmani, Natalia (Corresponding author)
Chupina, Daria
Montavon, Benjamin Leendert
Schmitt, Robert H.

[Contribution to a conference proceedings, Journal Article]
Structure protects function - An enabler for the functionalization of component surfaces by biohybrid coatings
In: Procedia CIRP, 110, 133-138, 2022
[DOI: 10.1016/j.procir.2022.06.025]

Bergs, Thomas
Schwaneberg, Ulrich
Apelt, Sebastian (Corresponding author)
Jakob, Felix
Rodriguez-Emmenegger, Cesar
et al.

[Contribution to a conference proceedings, Journal Article]
Implementation of an Automated Manufacturing Platform for Engineering of Functional Osteochondral Implants
In: Procedia CIRP, 110, 32-35, 2022
[DOI: 10.1016/j.procir.2022.06.008]

Krieger, Judith
Nießing, Bastian
König, Niels
Mota, Carlos
La Pointe, Vanessa
et al.

[Book, Dissertation / PhD Thesis]
Kontextbasierte Integration agiler und plangetriebener Entwicklungsprozesse
In: Ergebnisse aus der Produktionstechnik 26/2022, 2022

Ays, Laura Johanna

[Dataset]
Series of Time Series representing Fine-blanking Punch Force Strokes with Wear assessment, 2022
[DOI: 10.7910/DVN/OYNDZO]

Niemietz, Philipp

[Book]
Green Growth : Wie Technologiemanagement einen Beitrag zur Nachhaltigkeitstransformation leisten kann, 2022
[DOI: 10.24406/IPT-N-649049]

Schuh, Günther
Krebs, Leonie
Becker, Helen
Patzwald, Marc

[Journal Article]
Relating wear stages in sheet metal forming based on short- and long-term force signal variations
In: Journal of intelligent manufacturing, 13 Seiten, 2022
[DOI: 10.1007/s10845-022-01979-0]

Niemietz, Philipp (Corresponding author)
Kornely, Mia Johanna
Trauth, Daniel
Bergs, Thomas

[Contribution to a book, Journal Article]
Additive Surface Graining in Prototype Tooling for Injection Molding
In: Journal of manufacturing and materials processing, 6 (3), 54, 2022
[DOI: 10.3390/jmmp6030054]

Burggräf, Peter
Bergweiler, Georg
Abrams, Josef Andrew (Corresponding author)
Dunst, Anna

[Contribution to a conference proceedings]
Modelling Human Factors in Cyber Physical Production Systems by the Integration of Human Digital Shadows
In: [Modellierung 2022; Satellite Events], 2022
[DOI: 10.18420/modellierung2022ws-018]

Mertens, Alexander (Corresponding author)
Brauner, Philipp (Corresponding author)
Baier, Ralph Oliver (Corresponding author)
Brillowski, Florian Sascha (Corresponding author)
Dammers, Hannah (Corresponding author)
et al.

[Contribution to a conference proceedings, Journal Article]
Touch-based Augmented Reality Marking Techniques on Production Parts
In: Procedia CIRP, 107, 517-521, 2022
[DOI: 10.1016/j.procir.2022.05.018]

Schmetz, Arno
Bellgardt, Martin
Wehrwein, Vincent
Kuhlen, Torsten
Brecher, Christian

[Book, Dissertation / PhD Thesis]
Ontologie der Fabrikplanung mit Hilfe von Building Information Modeling (BIM)
In: Ergebnisse aus der Produktionstechnik 25/2022, 2022

Ebade Esfahani, Matthias Aref

[Patent]
Lagerbauteil, Verfahren zu dessen Herstellung, sowie Wälzlager oder Gleitlager, 2022

Bobzin, Kirsten
Burbaum, Elisa
Knoch, Martin
Müller, Björn
Oete, Mehmet
et al.

[Journal Article]
Using Large-Scale Drone Data to Monitor and Assess the Behavior of Freight Vehicles on Urban Level
In: Transportation research record : TRR, 03611981221093620, 2022
[DOI: 10.1177/03611981221093620]

Loder, Allister (Corresponding author)
Otte, Thomas
Bogenberger, Klaus

[Book, Dissertation / PhD Thesis]
Optimierung des Temperaturfeldes beim Laserstrahlhärten
In: Ergebnisse aus der Produktionstechnik 22/2022, 2022
[DOI: 10.18154/RWTH-2022-06747]

Schulz, Martin

[Contribution to a conference proceedings, Journal Article]
Investigations on five-axis milling and subsequent five-axis grinding of gears
In: Procedia CIRP, 107, 705-711, 2022
[DOI: 10.1016/j.procir.2022.05.049]

Bergs, Thomas
Schneider, Sebastian A. M.
Janßen, Christopher Maria
Jahnel, K.
Ganser, Philip
et al.

[Preprint]
Towards Digital Shadows for Production Planning and Control in Injection Molding, 2022
[DOI: 10.1016/j.cirpj.2022.05.003]

Sapel, Patrick (Corresponding author)
Gannouni, Aymen
Fulterer, Judith
Hopmann, Christian
Schmitz, Mauritius
et al.

[Book, Dissertation / PhD Thesis]
Komplexitätsbeherrschung durch hybride Montageplanung
In: Ergebnisse aus der Produktionstechnik 27/2022, 2022
[DOI: 10.18154/RWTH-2022-06634]

Fölling, Carsten

[Contribution to a conference proceedings, Journal Article]
AI-Based Failure Management: Value Chain Approach in Commercial Vehicle Industry
In: Procedia CIRP, 109, 251-256, 2022
[DOI: 10.1016/j.procir.2022.05.245]

Günther, Robin Yannick Rocky (Corresponding author)
Beckschulte, Sebastian
Wende, Martin
Mende, Hendrik
Schmitt, Robert H.

[Journal Article]
Preferences for Single-Turn vs. Multiturn Voice Dialogs in Automotive Use Cases : Results of an Interactive User Survey in Germany
In: IEEE access, 10, 55020-55033, 2022
[DOI: 10.1109/ACCESS.2022.3174592]

Burggräf, Peter
Beyer, Moritz (Corresponding author)
Ganser, Jan-Philip
Adlon, Tobias
Müller, Katharina Maria
et al.

[Journal Article]
Reinforcement Learning in Manufacturing Control : Baselines, challenges and ways forward
In: Engineering applications of artificial intelligence, 112, 104868, 2022
[DOI: 10.1016/j.engappai.2022.104868]

Samsonov, Vladimir (Corresponding author)
Ben Hicham, Karim
Meisen, Tobias

[Contribution to a conference proceedings]
Explainable AI for error detection in composites : knowledge discovery in artificial neural networks
In: SAMPE EUROPE Conference and Exhibition 2021, Baden, Switzerland, 28-30 September 2021, 2022

Brillowski, Florian Sascha (Corresponding author)
Becker, Marco
Vermeulen, Markus
Trauth, Daniel
Bergs, Thomas
et al.

[Contribution to a book]
A Framework for the Classification of Human-Robot Interactions Within the Internet of Production
In: Human-Computer Interaction. Technological Innovation : Thematic Area, HCI 2022, Held as Part of the 24th HCI International Conference, HCII 2022, Virtual Event, June 26 - July 1, 2022, Proceedings, Part II / edited by Masaaki Kurosu, 427-454, 2022
[DOI: 10.1007/978-3-031-05409-9_33]

Baier, Ralph Oliver (Corresponding author)
Dammers, Hannah (Corresponding author)
Mertens, Alexander
Behery, Mohamed
Gossen, Daniel
et al.

[Journal Article]
Microstructure impact on the machining of two gear steels. Part 1: Derivation of effective flow curves
In: Materials science and engineering / A, 845, 143125, 2022
[DOI: 10.1016/j.msea.2022.143125]

Laschet, Gottfried (Corresponding author)
Abouridouane, Mustapha
Fernández, M.
Budnitzki, M.
Bergs, Thomas

[Contribution to a conference proceedings, Journal Article]
Application of Transfer Learning for Detecting Fiber Orientations in Images of Fiber Reinforced Plastics
In: Materials science forum, 1064, 79-85, 2022
[DOI: 10.4028/p-bho5so]

Zhou, Hans Aoyang
Brillowski, Florian Sascha
Greb, Christoph
Lütticke, Daniel

[Contribution to a conference proceedings, Journal Article]
ProdSim : An Open-source Python Package for Generating High-resolution Synthetic Manufacturing Data on Product, Machine and Shop-Floor Levels
In: Procedia CIRP, 107, 1343-1348, 2022
[DOI: 10.1016/j.procir.2022.05.155]

Fuchs, Tom
Enslin, Chrismarie (Corresponding author)
Samsonov, Vladimir
Lütticke, Daniel
Schmitt, Robert H.

[Book, Dissertation / PhD Thesis]
Gestaltungsmodell für eine vernetzte adaptive Montage im Werkzeugbau
In: Ergebnisse aus der Produktionstechnik 21/2022, 2022

Goertz, David

[Book, Dissertation / PhD Thesis]
Simulation of the dynamic vibration behaviour and spindle speed optimization during the milling process of turbomachinery components
In: Ergebnisse aus der Produktionstechnik 24/2022, 2022

Maslo, Semir

[Contribution to a conference proceedings, Journal Article]
An extended LuGre model for estimating nonlinear frictions in feed drive systems of machine tools
In: Procedia CIRP, 107, 452-457, 2022

Xi, Tiandong
Fujita, Tomoya
Kehne, Sebastian
Ikeda, Ryosuke
Fey, Marcel
et al.

[Contribution to a conference proceedings, Journal Article]
Edge computing-based virtual measuring machine for process-parallel prediction of workpiece quality in metal cutting
In: Procedia CIRP, 107, 363-368, 2022

Huang, Ziqi
Wiesch, Marian
Fey, Marcel
Brecher, Christian

[Poster]
Flying Fuel Cells and the challenges for bipolar plate forming
In: Aachen Hydrogen Colloquium 2022 Aachen 2022-05-03 - 2022-05-04, 2022

Horstkotte, Rainer
Gierlings, Sascha
Herrig, Tim
Bergs, Thomas

[Contribution to a conference proceedings, Journal Article]
Reactive online scheduling of mobile resources for adaptive layout evolution in line-less assembly system
In: Procedia CIRP, 107, 270-275, 2022
[DOI: 10.1016/j.procir.2022.04.044]

Kaven, Lea
Rachner, Jonas Sebastian
Schmid, Thomas
Göppert, Mirko Robin Amon
Schmitt, Robert H.

[Contribution to a conference proceedings, Journal Article]
Evaluation of Material Shortage Effect on Assembly Systems Considering Flexibility Levels
In: Procedia CIRP, 107, 966-971, 2022
[DOI: 10.1016/j.procir.2022.05.093]

Melnychuk, Oleksandr
Rachner, Jonas Sebastian
Kaven, Lea
Göppert, Mirko Robin Amon
Schmitt, Robert H.
et al.

[Contribution to a conference proceedings, Journal Article]
Highly iterative concept development for requirement-compliant air taxis
In: IOP conference series / Materials science and engineering, 1226 (1), Nr. 012043, 8 pp., 2022
[DOI: 10.1088/1757-899X/1226/1/012043]

Schuh, Günther
Spangenberg, M.
Meyer-Hollatz, T.

[Journal Article]
Expectation management in AI implementation projects : a case study
In: EuroMed journal of business, 2022
[DOI: 10.1108/EMJB-10-2021-0161]

Buschmeyer, Katharina
Hatfield, Sarah
Heine, Ina
Jahn, Svenja
Markus, Antonia Lea

[Journal Article]
Human-centered performance management in manual assembly : The impact of gamified KPI provision on performance and motivation
In: International journal of computer integrated manufacturing, 2022
[DOI: 10.1080/0951192X.2022.2078512]

Ohlig, Jasmin
Hellebrandt, Thomas Sven (Corresponding author)
Pötters, Patrick
Heine, Ina
Schmitt, Robert H.
et al.