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45 Publications
2020 | Journal Article | LibreCat-ID: 19864
Meyer, Maurice, Maximilian Frank, Melina Massmann, and Roman Dumitrescu. “Research and Consulting in Data-Driven Strategic Product Planning.” Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020), 2020.
LibreCat
2020 | Journal Article | LibreCat-ID: 19866
Meyer, Maurice, Maximilian Frank, Melina Massmann, and Roman Dumitrescu. “Research and Consulting in Data-Driven Strategic Product Planning.” Journal of Systemics, Cybernetics and Informatics 18, no. 2 (2020): 55–61.
LibreCat
2020 | Journal Article | LibreCat-ID: 21269
Ködding, Patrick, Jannik Reinhold, Michel Scholtysik, and Roman Dumitrescu. “Consulting via Research in IMPRESS.” Journal of Systemics, Cybernetics and Informatics 18, no. 2 (2020): 14–19.
LibreCat
2020 | Journal Article | LibreCat-ID: 21281
Drewel, Marvin, Leon Özcan, Christian Koldewey, and Jürgen Gausemeier. “Pattern‐based Development of Digital Platforms.” Creativity and Innovation Management, 2020. https://doi.org/10.1111/caim.12415.
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| DOI
2020 | Conference Paper | LibreCat-ID: 21377
Pierenkemper, Christoph, and Jürgen Gausemeier. “Developing Strategies for Digital Transformation in SMEs with Maturity Models.” In Proceeding of the ISPIM Connects, 2020.
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2020 | Journal Article | LibreCat-ID: 21379
Dumitrescu, Roman, Marvin Drewel, and Tommy Falkowski. “KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung.” ZWF, Zeitschrift für wirtschaftliche Fabrikplanung, no. 1–2 (2020): 86–90.
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2020 | Conference Paper | LibreCat-ID: 21380
Anacker, Harald, Roman Dumitrescu, Aschot Kharatyan, and Andre Lipsmeier. “Pattern Based Systems Engineering – Application of Solution Patterns in the Design of Intelligent Technical Systems.” In Proceedings of the Design Society, 1195–1204, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21381
Lipsmeier, Andre, Arno Kühn, Robert Joppen, and Roman Dumitrescu. “Process for the Development of a Digital Strategy.” In Procedia CIRP, 173–78, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21382
Japs, Segej, Aschot Kharatyan, Julian Tekaat, Lydia Kaiser, and Roman Dumitrescu. “Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation.” In Proceedings of the Design Society, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21383
Jürgenhake, Christoph, Harald Anacker, and Roman Dumitrescu. “The Digital Stadium – From Future Scenarios to Technology and Business Model Development.” In Proceedings of the IEEE, 2020.
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2020 | Conference Paper | LibreCat-ID: 21384
Röltgen, Daniel, and Roman Dumitrescu. “Classification of Industrial Augmented Reality Use Cases.” In Procedia CIRP, 93–100, 2020.
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2020 | Conference Paper | LibreCat-ID: 21385
Hobscheidt, Daniela, Arno Kühn, and Roman Dumitrescu. “Development of Risk-Optimized Implementation Paths for Industry 4.0 Based on Socio-Technical Pattern.” In Procedia CIRP, 832–837, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21386
Wortmann, Fabio, Kai Ellermann, Arno Kühn, and Roman Dumitrescu. “Ideation for Digital Platforms Based on a Companies‘ Ecosystem.” In Procedia CIRP, 559–64, 2020.
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2020 | Conference Paper | LibreCat-ID: 21387
Dyck, Florian, Jörg Stöcklein, Daniel Eckertz, and Roman Dumitrescu. “Mixed Mock-up – Development of an Interactive Augmented Reality System for Assembly Planning.” In Virtual, Augmented and Mixed Reality. Design and Interaction , 37–49, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21388
Bretz, Lukas, Ulf Koenemann, Harald Anacker, and Roman Dumitrescu. “A Contribution to the Design of Organizational Structures Suitable for Systems Engineering.” In Procedia CIRP, 101–6, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21389
Hillebrand, Michael, Matthias Greinert, Otthein Herzog, and Roman Dumitrescu. “Advanced Monkey Testing for Connected Autonomous Systems.” In Proceedings of the 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE), 163–68, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21390
Hillebrand, Michael, Mohsin Lakhani, and Roman Dumitrescu. “A Design Methodology for Deep Reinforcement Learning for Autonomous Systems.” In Procedia Manufacturing 52, 266–71, 2020. https://doi.org/10.1016/j.promfg.2020.11.044.
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| DOI
2020 | Book Chapter | LibreCat-ID: 21391
Reinhart, Felix, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Machine Learning for Process-X: A Taxonomy.” In Machine Learning for Cyber Physical Systems. Technologien Für Die Intelligente Automation (Technologies for Intelligent Automation), edited by Jürgen Beyerer, Alexander Maier, and Oliver Niggemann, 11:25–33. Springer Vieweg, Berlin, Heidelberg, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21392
Henkenjohann, Mark, Robert Joppen, Daniel Köchling, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Identification and Specification of Standard Modules in Production for a Material Flow Simulation.” In Procedia CIRP, 2020.
LibreCat
2020 | Conference Paper | LibreCat-ID: 21394
Grote, Eva-Maria, Stefan Pfeifer, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “Towards Defining Role Models in Advanced Systems Engineering.” In Proceedings of the 2020 IEEE International Symposium on Systems Engineering, 2020.
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