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305 Publications
2021 | Conference Paper | LibreCat-ID: 21272
Ködding, Patrick, and Roman Dumitrescu. “Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung.” In Digitalisisierung souverän gestalten, edited by Ernst A. Hartmann, 59–73. Berlin, Heidelberg: Springer Vieweg, 2021.
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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.
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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.
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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.
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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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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.
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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.
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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.
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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.
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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.
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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.
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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.
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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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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.
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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.
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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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2020 | Book Chapter | LibreCat-ID: 21395
Dumitrescu, Roman, Christian Tschirner, and Michael Bansmann. “Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung.” In Handbuch Gestaltung digitaler und vernetzter Arbeitswelten, edited by Günter Maier, Gregor Engels, and Eckhard Steffen, 405–32. Springer-Verlag GmbH, 2020.
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2020 | Conference Paper | LibreCat-ID: 21438
Japs, Segej, Aschot Kharatyan, Lydia Kaiser, and Roman Dumitrescu. “CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation.” In Proceedings of the 16th International Design Conference (DESIGN 2020), 2020.
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2020 | Conference Paper | LibreCat-ID: 21439
Pfeifer, Stefan, Tobias Seidenberg, Christoph Jürgenhake, Harald Anacker, and Roman Dumitrescu. “Towards a Modular Product Architecture for Electric Ferries Using Model- Based Systems Engineering.” In Procedia Manufacturing, 2020.
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2020 | Conference Paper | LibreCat-ID: 21440
Wiecher, Carsten, Sergej Japs, Lydia Kaiser, Joel Greenyer, Carsten Wolff, and Roman Dumitrescu. “Scenarios in the Loop: Integrated Requirements Analysis and Automotive System Validation.” In ACM/IEEE 23rd International Conference on Model Driven Engineering Languages and Systems (MODELS ’20 Companion), 2020.
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2020 | Conference Paper | LibreCat-ID: 21441
Yee, Jingye, Cheng Yee Low, P. Ong, WS Soh, Fazah Akhtar Hannapiah, NC Zakaria, Sebastian von Enzberg, Laban Asmar, and Roman Dumitrescu. “Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data.” In IOP Conference Series: Materials Science and Engineering, 2020. https://doi.org/10.1088/1757-899x/824/1/012013.
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2020 | Special Issue | LibreCat-ID: 21486
Bernijazov, Ruslan, Leon Özcan, and Roman Dumitrescu, eds. AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation . ERCIM News, 2020.
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2020 | Conference Paper | LibreCat-ID: 17405
Frank, Maximilian, Juergen Gausemeier, Nils Hennig-Cardinal von Widdern, Christian Koldewey, Joern Steffen Menzefricke, and Jannik Reinhold. “A Reference Process for the Smart Service Business: Development and Practical Implications.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2020.
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2020 | Conference Paper | LibreCat-ID: 17406
Becker, Julia-Kristin, Klemens Joachim, Christian Koldewey, Jannik Reinhold, and Roman Dumitrescu. “Scaling Digital Business Models: A Case from the Automotive Industry.” In Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis.” ISPIM Innovation Conference, 2020.
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2020 | Conference Paper | LibreCat-ID: 18876 | 
Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Eugen Buss. “In-Depth Analysis of the Effects of Smart Services on Value Creation.” In Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative Community. LUT Scientific and Expertise Publications, 2020.
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2020 | Conference Paper | LibreCat-ID: 20305
Menzefricke, Jörn Steffen, Maximilian Frank, Marvin Drewel, and Roman Dumitrescu. “Value-Centered Design of a Digital Service Robotics Platform.” In Procedia CIRP, edited by Khumbulani Mpofu and Peter Butala, 91:690–95, 2020.
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2020 | Conference Paper | LibreCat-ID: 20307
Schnasse, Felix, Jörn Steffen Menzefricke, Stefan Gabriel, Daniela Hobscheidt, Matthias Parlings, Arno Kühn, and Roman Dumitrescu. “Identification of Socio-Technical Changes Caused by Industry 4.0.” In Proceedings of the Hamburg International Conference of Logistics (HICL), Vol. 29, 2020.
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2020 | Conference Paper | LibreCat-ID: 20355
Koldewey, Christian, Jürgen Gausemeier, Nadia Chohan, Maximilian Frank, Jannik Reinhold, and Roman Dumitrescu. “Aligning Strategy and Structure for Smart Service Businesses in Manufacturing.” In Proceedings of the IEEE International Conference on Technology Management, Operations and Decisions ”Disruptive Technologies and Social Impacts”, edited by IEEE, n.d.
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2020 | Journal Article | LibreCat-ID: 20363
Koldewey, Christian, Maximilian Frank, Jürgen Gausemeier, Alexander Bäsecke, Jannik Reinhold, and Roman Dumitrescu. “Systematische Entwicklung von Normstrategien für Smart Services.” ZWF Zeitschrift für wirtschaftliche Fabrikplanung 115, no. 7–8 (2020): 524–28. https://doi.org/10.3139/104.112297.
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2020 | Book Chapter | LibreCat-ID: 20365
Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “Planning a Smart Service Business Integrating External Partners.” In Managing Digital Open Innovation, edited by Pierre-Jean Barlatier and Anne-Laure Mention, Volume 5:255–98. Open Innovation: Bridging Theory and Practice. World Scientific Publishing Company, 2020. https://doi.org/10.1142/9789811219238_0010.
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2020 | Journal Article | LibreCat-ID: 20447
Massmann, Melina, Maurice Meyer, Maximilian Frank, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Method for Data Inventory and Classification.” Procedia CIRP, no. 93 (2020): 234–39.
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2020 | Journal Article | LibreCat-ID: 20448
Meyer, Maurice, Maximilian Frank, Melina Massmann, Niklas Wendt, and Roman Dumitrescu. “Data-Driven Product Generation and Retrofit Planning.” Procedia CIRP, no. 93 (2020): 965–70.
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2020 | Journal Article | LibreCat-ID: 20449
Uhlmann, Eckart, Roman Dumitrescu, Julian Polte, Maurice Meyer, and Deniz Simsek. “Datengetriebene Steigerung Der Verfügbarkeit.” Wt Werkstattstechnik Online 110, no. 07–08 (2020): 532–35.
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2020 | Journal Article | LibreCat-ID: 20450
Massmann, Melina, Maurice Meyer, Maximilian Frank, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Framework for Data Analytics in Data-Driven Product Planning.” Procedia Manufacturing, 2020.
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2020 | Book Chapter | LibreCat-ID: 20568 |
Reinhold, Jannik, Christian Koldewey, and Roman Dumitrescu. “GEMINI-Modellierungssprache für Wertschöpfungssysteme.” In Der Geschäftsmodell-Toolguide , edited by Birgit Buchholz and Matthias Bürger, 52–56. Frankfurt am Main: Campus Verlag, 2020.
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2020 | Book Chapter | LibreCat-ID: 20570 |
Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “GEMINI-Geschäftsmodellmuster-Kartenset.” In Der Geschäftsmodell-Toolguide, edited by Birgit Buchholz and Matthias Bürger, 61–66. Frankfurt am Main: Campus Verlag, 2020.
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2020 | Book Chapter | LibreCat-ID: 20571 |
Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “Geschäftsmodellvalidierung.” In Der Geschäftsmodell-Toolguide, edited by Birgit Buchholz and Matthias Bürger, 106–11. Frankfurt am Main: Campus Verlag, 2020.
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2020 | Book Chapter | LibreCat-ID: 20573 |
Koldewey, Christian, Jannik Reinhold, and Roman Dumitrescu. “Geschäftsmodell-Roadmapping.” In Der Geschäftsmodell-Toolguide, edited by Birgit Buchholz and Matthias Bürger, 138–43. Frankfurt am Main: Campus Verlag, 2020.
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2020 | Journal Article | LibreCat-ID: 18350
Koldewey, Christian, Maurice Meyer, Patrick Stockbrügger, Roman Dumitrescu, and Jürgen Gausemeier. “Framework and Functionality Patterns for Smart Service Innovation.” Procedia CIRP, no. 91 (2020): 851–57. https://doi.org/10.1016/j.procir.2020.02.244.
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2020 | Journal Article | LibreCat-ID: 37122
Niewöhner, Nadine, Laban Asmar, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “The Impact of the 4th Industrial Revolution on the Design Fields of Innovation Management.” Procedia CIRP 91 (2020): 43–48. https://doi.org/10.1016/j.procir.2020.02.149.
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2020 | Book | LibreCat-ID: 37125
Schuh, Günther, Reiner Anderl, Roman Dumitrescu, Antonio Krüger, and Michael ten Hompel. Der Industrie 4.0 Maturity Index in der betrieblichen Anwendung. Aktuelle Herausforderungen, Fallbeispiele und Entwicklungstrends (acatech KOOPERATION). München: acatech – Deutsche Akademie der Technikwissenschaften, 2020.
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2019 | Journal Article | LibreCat-ID: 17392
Massmann, Melina, Maurice Meyer, Roman Dumitrescu, Sebastian von Enzberg, Maximilian Frank, Christian Koldewey, Arno Kühn, and Jannik Reinhold. “Significance and Challenges of Data-Driven Product Generation and Retrofit Planning.” Procedia CIRP, 2019, 992–97. https://doi.org/10.1016/j.procir.2019.04.226.
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2019 | Journal Article | LibreCat-ID: 17395
Koldewey, Christian, Jannik Reinhold, Roman Dumitrescu, Maximilian Frank, Thomans Schweppe, and Annegret Melzer. “Gestaltung hybrider Wertschöpfung und Arbeit im Kontext von Smart Services.” ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, 2019, 380–84. https://doi.org/10.3139/104.112113.
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2019 | Newspaper Article | LibreCat-ID: 17402
Koldewey, Christian, and Roman Dumitrescu. “Strategie als Erfolgsfaktor.” ServiceToday, 2019.
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2019 | Conference Paper | LibreCat-ID: 17403
Koldewey, Christian, Hans Heinrich Evers, Roman Dumitrescu, Maximilian Frank, Jürgen Gausemeier, and Jannik Reinhold. “Development Process for Smart Service Strategies.” In Proceedings of The XXX ISPIM INNOVATION CONFERENCE, edited by Ian Bitran, Stefan Conn, Chris Gernreich, Michelle Heber, K.R.E. Huizingh, Olga Kokshagina, Marko Torkkeli, and Markus Tynnhammar, Vol. 93. ISPIM Innovation Conference, 2019.
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