431 Publications
2025 | Book | LibreCat-ID: 58549
Dumitrescu, Roman, Oliver Riedel, Michael Henke, Joachim Metternich, Steffen Ihlenfeldt, and Christian Koldewey. Gaia-X in industriellen Wertschöpfungsnetzwerken – Erkenntnisse aus der Förderlinie InGAIA-X. VDI Verlag, 2025. https://doi.org/10.51202/9783186204165.
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| DOI
2025 | Journal Article | LibreCat-ID: 58558
Carayannis, Elias G., Roman Dumitrescu, Tommy Falkowski, George Papamichail, and Nikos - Rigert Zota. “Enhancing SME Resilience through Artificial Intelligence and Strategic Foresight: A Framework for Sustainable Competitiveness.” Technology in Society, 2025. https://doi.org/10.1016/j.techsoc.2025.102835.
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2025 | Conference Paper | LibreCat-ID: 58763
Kulkarni, Pranav Jayant, Julian Zerbin, Christian Koldewey, Ruslan Bernijazov, and Roman Dumitrescu. “Using SysML as a Modelling Language for Dataspaces.” In 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2025. https://doi.org/10.1109/ictmod63116.2024.10878227.
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2024 | Conference Paper | LibreCat-ID: 48632
Koldewey, Christian, Timm Fichtler, Michel Scholtysik, Jan Biehler, Nick Schreiner, Franziska Sommer, Maximilian Schacht, et al. “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49354
Afroze, Lameya, Silke Merkelbach, Sebastian von Enzberg, and Roman Dumitrescu. “Domain Knowledge Injection Guidance for Predictive Maintenance.” In ML4CPS 2023, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49364
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Business Strategy Taxonomy and Solution Patterns for the Circular Economy,” 2024.
LibreCat
2024 | Book (Editor) | LibreCat-ID: 54283
Beverungen, Daniel, Roman Dumitrescu, Arno Kühn, and Christoph Plass, eds. Digitale Plattformen Im Industriellen Mittelstand. Berlin, Heidelberg: Springer Berlin Heidelberg, 2024. https://doi.org/10.1007/978-3-662-68116-9.
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| DOI
2024 | Conference Paper | LibreCat-ID: 54742
Wiecher, Carsten, Constantin Mandel, Matthias Günther, Jannik Fischbach, Joel Greenyer, Matthias Greinert, Carsten Wolff, Roman Dumitrescu, Daniel Mendez, and Albert Albers. “Model‐based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” In Systems Engineering. Wiley, 2024. https://doi.org/10.1002/sys.21748.
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2024 | Journal Article | LibreCat-ID: 54741
Enzberg, Sebastian von, Julian Weller, Pascal Pöhler, Arno Kühn, Michael Römer, and Roman Dumitrescu. “Künstliche Intelligenz in Der Produktionsplanung Und -Steuerung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 119, no. 5 (2024): 349–55. https://doi.org/10.1515/zwf-2024-1065.
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2024 | Conference Paper | LibreCat-ID: 54743
Koldewey, Christian, Martin Ebel, Johannes Winter, and Roman Dumitrescu. “Data-Driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management.” In Proceedings of the 57th Hawaii International Conference on System Sciences | 2024, 2024.
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2024 | Conference Paper | LibreCat-ID: 54751
Heuwinkel, Tim, Silke Merkelbach, Nils Janssen, Sebastian von Enzberg, and Roman Dumitrescu. “Leveraging Self-Supervised Learning for Vibration Data in Industrial Separators.” LibreCat University, 2024. https://doi.org/10.24405/15306.
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2024 | Conference Paper | LibreCat-ID: 54752
Merkelbach, Silke, Alexander Diedrich, Sebastian Von Enzberg, Oliver Niggemann, and Roman Dumitrescu. “Towards the Generation of Models for Fault Diagnosis of CPS Using VQA Models.” LibreCat University, 2024. https://doi.org/10.24405/15314.
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2024 | Conference Paper | LibreCat-ID: 54738
Schlegel, Michael, Markus Just, Ingrid Wiederkehr, Carsten Thümmel, Christoph Kempf, Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Future-Robust Product Portfolio Development: Insights into the Advancement of Product Portfolios in Companies – an Interview Study.” In Proceedings of the Design Society, 4:745–54. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.77.
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2024 | Conference Paper | LibreCat-ID: 54735
Disselkamp, Jan-Philipp, Robin Grothe, Jonas Lick, Ben Schütte, Sascha Brüne, Luca Schröder, and Roman Dumitrescu. “Towards the Digital Factory Twin – Design Guide for Creating a 3D Factory Model.” In Proceedings of the Design Society, 4:1979–88. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.200.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54734
Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “Drivers and Barriers for Design and Designers in Interdisciplinary Product Development – a Literature-Based Conceptual Model.” In Proceedings of the Design Society, 4:353–62. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.38.
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2024 | Conference Paper | LibreCat-ID: 54736
Trienens, Malte, Rik Rasor, Aschot Kharatyan, Roman Dumitrescu, and Harald Anacker. “Digital Twins to Increase Sustainability throughout the System Life Cycle: A Systematic Literature Review.” In Proceedings of the Design Society, 4:2277–86. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.230.
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2024 | Conference Paper | LibreCat-ID: 54737
Humpert, Lynn, Daria Wilke, Sarah Brueggemann, Harald Anacker, and Roman Dumitrescu. “Utilization of the System Architecture in the Context of Validation in the Business-to-Business (B2B) Sector.” In Proceedings of the Design Society, 4:2605–14. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.263.
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2024 | Conference Paper | LibreCat-ID: 54739
Günther, Matthias, Tobias Seidenberg, Harald Anacker, and Roman Dumitrescu. “Principles for the Design of System of Systems Exemplified Using Modularisation.” In Proceedings of the Design Society, 4:2565–74. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.259.
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2024 | Conference Paper | LibreCat-ID: 54740
Disselkamp, Jan-Philipp, Ben Schütte, and Roman Dumitrescu. “Challenges of the Integrative Product and Production System Development.” In Proceedings of the Design Society, 4:553–62. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.58.
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2024 | Conference Paper | LibreCat-ID: 54733
Wyrwich, Fabian, Aschot Kharatyan, and Roman Dumitrescu. “Interdisciplinary System Lifecycle Management – a Systematic Literature Review.” In Proceedings of the Design Society, 4:2765–74. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.280.
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2024 | Journal Article | LibreCat-ID: 54753
Dumitrescu, Roman, Tommy Falkowski, Aschot Hovemann, and Rik Rasor. “GenAI-Tools revolutionieren die Produktentwicklung.” KEM Konstruktion Automation, 2024.
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2024 | Conference Paper | LibreCat-ID: 55185
Fichtler, Timm, Khoren Grigoryan, Lisa Irene Kirchberg, Christian Koldewey, and Roman Dumitrescu. “Application Areas and Challenges of Data-Driven Product Management.” In PACIS 2024 Proceedings, 2024.
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2024 | Book Chapter | LibreCat-ID: 55426
Gabriel, Stefan , Tommy Falkowski, Jannis Graunke, Roman Dumitrescu, Anike Murrenhoff, Veronika Kretzschmer, and Michael ten Hompel. “Künstliche Intelligenz und industrielle Arbeit – Perspektiven und Gestaltungsoptionen.” In Expertise des Forschungsbeirats Industrie 4.0, edited by Forschungsbeirat der Plattform Industrie 4.0/acatech – Deutsche Akademie der Technikwissenschaften (Hrsg.), 2024.
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2024 | Book Chapter | LibreCat-ID: 55422
Humpert, Lynn , Jan-Philipp Disselkamp, Anja Schierbaum, Kristin Zagatta, and Roman Dumitrescu. “Engineering autonom wandelbarer Industrie 4.0-Systeme.” In Expertise des Forschungsbeirats Industrie 4.0, edited by Forschungsbeirat der Plattform Industrie 4.0/acatech – Deutsche Akademie der Technikwissenschaften (Hrsg.), 2024.
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2024 | Conference Paper | LibreCat-ID: 55436
Stöhr, Bernd, Christian Koldewey, Yasemin Acar, and Roman Dumitrescu. “Challenges for Design and Designers in Interdisciplinary Product Development: A Qualitative Interview Study in Industry.” In Proceedings of DRS. Design Research Society, 2024. https://doi.org/10.21606/drs.2024.1001.
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2024 | Journal Article | LibreCat-ID: 54434
Brock, Jonathan, Katharina Brennig, Bernd Löhr, Christian Bartelheimer, Sebastian von Enzberg, and Roman Dumitrescu. “Improving Process Mining Maturity: From Intentions to Action.” Business & Information Systems Engineering, 2024. https://doi.org/10.1007/s12599-024-00882-7.
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2024 | Conference Paper | LibreCat-ID: 56166
Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu. “Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.” In DS 130: Proceedings of NordDesign 2024, edited by J. Malmqvist, M. Candi, R. Saemundsson, F. Bystrom, and O. Isaksson, 617–25, 2024. https://doi.org/10.35199/NORDDESIGN2024.66.
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2024 | Conference Paper | LibreCat-ID: 56167
Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases.” In DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024, edited by J. Malmqvist, M. Candi, R. J. Saemundsson, F. Bystrom, and O. Isaksson, 2024. https://doi.org/ 10.35199/NORDDESIGN2024.58.
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2024 | Conference Paper | LibreCat-ID: 56169
Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies.” In DS 134: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany, edited by Harold Stowe, Christopher Langner, Matthias Kreimeyer, Tyson R. Browning, Steven D. Eppinger, and Ali A. Yassine. DSM, 2024. https://doi.org/10.35199/dsm2024.13.
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2024 | Conference Paper | LibreCat-ID: 55186
Fichtler, Timm, Lisa Irene Kirchberg, Khoren Grigoryan, C. Koldewey, and Roman Dumitrescu. “A Method for Identifying Use Cases in Data-Driven Product Management.” In Procedia CIRP, 122:539–44. Elsevier BV, 2024. https://doi.org/10.1016/j.procir.2024.01.079.
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2024 | Conference Paper | LibreCat-ID: 56170
Grigoryan, Khoren, Timm Fichtler, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “63 Use Cases for Analyzing Data in Product Management of Manufacturing Companies.” In AMCIS 2024 Proceedings, 2024.
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2024 | Conference Paper | LibreCat-ID: 48423
Humpert, Lynn, Enrik Mundt, Lukas Bretz, Vanessa Bernz, Harald Anacker, and Roman Dumitrescu. “Criteria-Based Comparison of Systems Engineering and Agile Methods.” In 8th International Conference on Information Systems Engineering, 2024.
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2024 | Journal Article | LibreCat-ID: 58405
Brock, Jonathan, Katharina Brennig, Bernd Löhr, Christian Bartelheimer, Sebastian von Enzberg, and Roman Dumitrescu. “Improving Process Mining Maturity – From Intentions to Actions.” Business & Information Systems Engineering 66, no. 5 (2024): 585–605. https://doi.org/10.1007/s12599-024-00882-7.
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2024 | Conference Paper | LibreCat-ID: 58410
Disselkamp, Jan-Philipp, Christian Kürpick, Ben Schütte, Aschot Hovemann, and Roman Dumitrescu. “Use Cases of Generative AI In Factory Planning: Potential and Challenges.” In Proceedings of NordDesign 2024, edited by J. Malmqvist, M. Candi, R. J. Saemundsson, F. Bystrom, and O. Isaksson. Reykjavik, Iceland, 12th - 14th August 2024, 2024.
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2024 | Journal Article | LibreCat-ID: 58406
Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Towards Business Use Cases of Process Mining in Product Development and Manufacturing: Deriving and Classifying 18 Application Scenarios in Industry.” Procedia CIRP 128 (2024): 268–73. https://doi.org/10.1016/j.procir.2024.06.022.
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2024 | Journal Article | LibreCat-ID: 58407
Lick, Jonas, Jan-Philipp Disselkamp, Fiona Kattenstroth, Malte Trienens, Rik Rasor, Arno Kühn, and Roman Dumitrescu. “Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture.” Procedia CIRP 128 (2024): 603–8. https://doi.org/10.1016/j.procir.2024.03.038.
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2024 | Journal Article | LibreCat-ID: 58409
Kattenstroth, Fiona, Jan-Philipp Disselkamp, Jonas Lick, and Roman Dumitrescu. “Challenges in the Implementation of Simulation Models for the Digital Factory Twin - a Systematic Literature Review.” Procedia CIRP 128 (2024): 442–47. https://doi.org/10.1016/j.procir.2024.07.052.
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2024 | Journal Article | LibreCat-ID: 58408
Beibl, Julia, Jan-Philipp Disselkamp, Roman Dumitrescu, and Dieter Krause. “Product and Production Design - Rethinking Views on Flexibility.” Procedia CIRP 128 (2024): 204–9. https://doi.org/10.1016/j.procir.2024.03.010.
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2024 | Journal Article | LibreCat-ID: 58413
Haarmann, Lennard, Johannes J. Jobelius, Fabian Machon, Martin Rabe, Arno Kühn, and Roman Dumitrescu. “Venture Clienting in Corporate Practice: What Type of Established Companies Are Using the Venture Client Model?” European Conference on Innovation and Entrepreneurship 19, no. 1 (2024): 225–35. https://doi.org/10.34190/ecie.19.1.2634.
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2024 | Conference Paper | LibreCat-ID: 58411
Disselkamp, Jan-Philipp, Tobias Seidenberg, Jonas Lick, Lukas Ptock, Aschot Hovemann, and Roman Dumitrescu. “Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design.” In Proceedings of NordDesign 2024, edited by J. Malmqvist, M. Candi, R. J. Saemundsson, and O. Isaksson, 236–45, 2024.
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2024 | Conference Paper | LibreCat-ID: 58412
Wilke, Daria, Christian Bremer, Jan-Philipp Disselkamp, and Roman Dumitrescu. “Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.35.
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2024 | Journal Article | LibreCat-ID: 58415
Lick, Jonas, Julian Weller, Jonathan Brock, Shantanu Pathak, Jan-Philipp Disselkamp, Arno Kühn, and Roman Dumitrescu. “Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-Based Approach With The Help Of A Capability Map.” Procedia CIRP 130 (2024): 736–42. https://doi.org/10.1016/j.procir.2024.10.157.
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2024 | Conference Paper | LibreCat-ID: 58417
Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.58.
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2024 | Conference Paper | LibreCat-ID: 58418
Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies.” In Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany. The Design Society, 2024. https://doi.org/10.35199/dsm2024.13.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 58416
Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu. “Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.66.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 58414
Haarmann, Lennard, Fabian Machon, Martin Rabe, Laban Asmar, Arno Kuhn, and Roman Dumitrescu. “The Venture Client Model and Its Challenges for Established Companies.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.46.
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2024 | Conference Paper | LibreCat-ID: 58419
Von Heissen, Oliver, Fabian Hanke, Isaac Mpidi Bita, Aschot Hovemann, and Roman Dumitrescu. “Toward Intelligent Generation of System Architectures.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.54.
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2024 | Journal Article | LibreCat-ID: 58425
Weller, Julian, Nico Migenda, Yash Naik, Tim Heuwinkel, Arno Kühn, Martin Kohlhase, Wolfram Schenck, and Roman Dumitrescu. “Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories.” Mathematics 12, no. 17 (2024). https://doi.org/10.3390/math12172663.
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2024 | Journal Article | LibreCat-ID: 58421
Enzberg, Sebastian von, Julian Weller, Jonathan Brock, Silke Merkelbach, Melina Panzner, Jonas Lick, Arno Kühn, and Roman Dumitrescu. “On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions.” Procedia CIRP 130 (2024): 1454–61. https://doi.org/10.1016/j.procir.2024.10.266.
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2024 | Journal Article | LibreCat-ID: 58422
Weller, Julian, Nico Migenda, Sebastian von Enzberg, Martin Kohlhase, Wolfram Schenck, and Roman Dumitrescu. “Design Decisions for Integrating Prescriptive Analytics Use Cases into Smart Factories.” Procedia CIRP 128 (2024): 424–29. https://doi.org/10.1016/j.procir.2024.03.022.
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2024 | Journal Article | LibreCat-ID: 58420
Hartmann, Stefan, Jonathan Brock, Arno Kühn, and Roman Dumitrescu. “Applying Artificial Intelligence in the Smart Factory: Lessons Learned from Real-World Use Cases.” Procedia CIRP 130 (2024): 100–105. https://doi.org/10.1016/j.procir.2024.10.062.
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2024 | Conference Paper | LibreCat-ID: 58423
Weller, Julian, Nico Migenda, Arno Kühn, and Roman Dumitrescu. “Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories.” LibreCat University, 2024. https://doi.org/10.15488/17721.
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2024 | Journal Article | LibreCat-ID: 58435
Wilke, Daria, Johanna Mansheim, and Roman Dumitrescu. “Challenges and Research Needs in the Offer Phase of Special Purpose Machinery and Plant Engineering – A Qualitative Study with Industry Experts.” IEEE Engineering Management Review, 2024, 1–14. https://doi.org/10.1109/emr.2024.3503994.
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2024 | Conference Paper | LibreCat-ID: 58432
Merkelbach, Silke, Tim Heuwinkel, and Roman Dumitrescu. “PID-Gen: Towards an Algorithm for the Generation of Random P&IDs.” In 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE, 2024. https://doi.org/10.1109/etfa61755.2024.10710643.
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2024 | Conference Paper | LibreCat-ID: 58436
Humpert, Lynn, Daria Wilke, Denis Tissen, Johannes Rummney, Harald Anacker, and Roman Dumitrescu. “Investigation of Validation Methods for System Design in the B2B Sector.” In 2024 IEEE International Systems Conference (SysCon). IEEE, 2024. https://doi.org/10.1109/syscon61195.2024.10553571.
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2024 | Conference Paper | LibreCat-ID: 58434
Wilke, Daria, Lynn Humpert, Pragita Suwal, and Roman Dumitrescu. “Framework for the Selection of Systems Engineering Modelling Languages and Methods for Special Purpose Machinery.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.59.
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2024 | Conference Paper | LibreCat-ID: 58433
Hanke, Fabian, Karan Moallim, Ruslan Bernijazov, Riza Demir, Jorg Brunnhausser, Roman Dumitrescu, and Kai Lindow. “Intelligent Part Comparison in Computer Aided Design.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.16.
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2024 | Conference Paper | LibreCat-ID: 58445
Wyrwich, Fabian , Christian Tschirner, Tinus Bohnenkamp, Aschot Hovemann, and Roman Dumitrescu. “Anwendung und Integration des Application Lifecycle Managements im Produktlebenszyklus-Ergebnisse einer Industrie-Studie.” In Tag des Systems Engineering 2024, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56168
Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “Portals across Domains: A Data Analysis Task and Documentation Canvas for Data-Driven Model-Based Systems Engineering,” 2024.
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2024 | Conference Paper | LibreCat-ID: 58443
Wilke, Daria , Eva-Maria Grote, Anja Schierbaum, and Roman Dumitrescu. “Messbare Erfolgskriterien von Systems Engineering.” In Tag des Systems Engineering 2024, 2024.
LibreCat
2024 | Book Chapter | LibreCat-ID: 58449
Wiederkehr, Ingrid, Denis Tissen, Christian Koldewey, and Roman Dumitrescu. “Sustinnovate or Perish: Principles for Sustainable Innovation FULL ACCESS Chapter Sustinnovate or Perish.” In System Innovation for an Artificial Intelligence Era. CRC Press, 2024.
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2024 | Journal Article | LibreCat-ID: 58467
Latos, Benedikt, Armin Buckhorst, Peyman Kalantar, Dominik Bentler, Stefan Gabriel, Roman Dumitrescu, Michael Minge, Barbara Steinmann, and Nadine Guhr. “Time Autonomy in Personnel Planning: Requirements and Solution Approaches in the Context of Intelligent Scheduling from a Holistic Organizational Perspective Zeitautonomie in Der Personaleinsatzplanung: Anforderungen Und Lösungsansätze Im Rahmen Einer Intelligenten Planung Aus Ganzheitlicher Organisationaler Perspektive.” Zeitschrift Für Arbeitswissenschaft 78, no. 3 (2024): 277–98. https://doi.org/10.1007/s41449-024-00432-7.
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2024 | Journal Article | LibreCat-ID: 58468
Kaiser, Lydia, Daria Wilke, Felix Förster, Ingmarie Köhler, and Roman Dumitrescu. “Evolving Roles in Systems Engineering —‐ Insights from Germany’s Mechanical and Plant Engineering Sector.” INCOSE International Symposium 34, no. 1 (2024): 1413–28. https://doi.org/10.1002/iis2.13216.
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2024 | Journal Article | LibreCat-ID: 58466
Carayannis, Elias G., Roman Dumitrescu, Tommy Falkowski, and Nikos-Rigert Zota. “Empowering SMEs ‘Harnessing the Potential of Gen AI for Resilience and Competitiveness.’” IEEE Transactions on Engineering Management 71 (2024): 14754–74. https://doi.org/10.1109/tem.2024.3456820.
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2024 | Journal Article | LibreCat-ID: 58474
Panzner, Melina, Sebastian von Enzberg, and Roman Dumitrescu. “Developing a Data Analytics Toolbox for Data-Driven Product Planning: A Review and Survey Methodology.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing 38 (2024). https://doi.org/10.1017/s0890060424000209.
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2024 | Journal Article | LibreCat-ID: 58475
Schlegel, Michael, Markus Just, Felix Pfaff, Ingrid Wiederkehr, Christian Koldewey, Christoph Kempf, Roman Dumitrescu, and Albert Albers. “Future Robust Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios.” Procedia CIRP 128 (2024): 555–60. https://doi.org/10.1016/j.procir.2024.03.036.
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2024 | Conference Paper | LibreCat-ID: 58469
Schreiner, Nick, FM de Oliveira, Malte Trienens, Christian Kürpick, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Corporate Emission Profiles: Analyzing the 160 Largest German Companies.” In Proceedings R&D Management Conference. LibreCat University, 2024. https://doi.org/10.24406/PUBLICA-3609.
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2024 | Conference Paper | LibreCat-ID: 58470
Schlegel, Michael, Moritz Müller, Christoph Kempf, Albert Albers, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “How to Derive Innovation Potentials Advancing the Product Portfolio?” In The International Society for Professional Innovation Management (ISPIM), 1–18, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58471
Wilke, Daria, Lynn Humpert, Tobias Seidenberg, Leon Menne, Carolin Grewe, and Roman Dumitrescu. “MBSE as an Enabler for Collaborative Offer Management for Individual Production Systems.” In 2024 IEEE International Systems Conference (SysCon). IEEE, 2024. https://doi.org/10.1109/syscon61195.2024.10553428.
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2024 | Conference Paper | LibreCat-ID: 58479
Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu. “Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.66.
LibreCat
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2024 | Conference Paper | LibreCat-ID: 58480
Schlegel, Michael, Emily Pommerer, Christoph Kempf, Ingrid Wiederkehr, Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Developing a Process Model for Future-Robust Advancement of Product Portfolios.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.49.
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| DOI
2024 | Conference Paper | LibreCat-ID: 58477
Hermelingmeier, Dominik, Florian Pape, Laura Bunselmeyer, Stefan Pfeifer, and Roman Dumitrescu. “Methods and Approaches for Evaluating the Repairability of Mechatronic Systems: A Systematic Literature Review.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.77.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58476
Wilke, Daria, Lynn Humpert, Pragita Suwal, and Roman Dumitrescu. “Framework for the Selection of Systems Engineering Modelling Languages and Methods for Special Purpose Machinery.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.59.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58478
Scholtysik, Michel, Anja Rasor, Christian Koldewey, and Roman Dumitrescu. “A Product Lifecycle Model for the Digitally Enabled Circular Economy.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.31.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58482
Weller, Julian , Nico Migenda, Arno Kühn, and Roman Dumitrescu. “Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories.” In Proceedings CPSL 2024. LibreCat University, 2024. https://doi.org/10.15488/17721.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58481
Scholtysik, Michel, Anja Rasor, Christian Koldewey, and Roman Dumitrescu. “Business Model Patterns for the Circular Economy.” In ISPIM Conference Proceedings, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58483
Grigoryan, Khoren, Timm Fichtler, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “63 Use Cases for Analyzing Data in Product Management of Manufacturing Companies.” In AMCIS 2024 Proceedings, Vol. 7, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 58485
Fichtler, Timm, Lisa Irene Petzke, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu. “A Method for Identifying Use Cases in Data-Driven Product Management.” Procedia CIRP 122 (2024): 539–44. https://doi.org/10.1016/j.procir.2024.01.079.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58484
Fichtler, Timm, Khoren Grigoryan, Lisa Irene Petzke, Christian Koldewey, and Roman Dumitrescu. “Application Areas and Challenges of Data-Driven Product Management.” In ACIS 2024 Proceedings, Vol. 5, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 57109
Grote, Eva-Maria, Daria Wilke, Christian Koldewey, and Roman Dumitrescu. “Roleplaying Made Easy – A Meta-Model for Roles in Systems Engineering.” In 2024 IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2024. https://doi.org/10.1109/isse63315.2024.10741132.
LibreCat
| DOI
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 57110
Koldewey, Christian, Martin Ebel, Johannes Winter, and Roman Dumitrescu. “Data-Driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management.” In Proceedings of the 57th Hawaii International Conference on System Sciences, 2024.
LibreCat
| Download (ext.)
2023 | Journal Article | LibreCat-ID: 47800
Wilke, Daria, Robin Grothe, Lukas Bretz, Harald Anacker, and Roman Dumitrescu. “Lessons Learned from the Introduction of Systems Engineering.” Systems 11, no. 3 (2023). https://doi.org/10.3390/systems11030119.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47798
Gabriel, Stefan, Dominik Bentler, Michael Bansmann, Benedikt Andrew Latos, Arno Kühn, and Roman Dumitrescu. “Soziotechnische Gestaltung Einer Intelligenten Personaleinsatzplanung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 118, no. 1–2 (2023): 64–68. https://doi.org/10.1515/zwf-2023-1009.
LibreCat
| DOI
2023 | Book Chapter | LibreCat-ID: 47797
Menzefricke, Jörn Steffen, Stefan Gabriel, Thomas Gundlach, Daniela Hobscheidt, Christian Kürpick, Felix Schnasse, Michel Scholtysik, Heiko Seif, Christian Koldewey, and Roman Dumitrescu. “Soziotechnisches Risikomanagement Als Erfolgsfaktor Für Die Digitale Transformation.” In Schwerpunkt Business Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_14.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 47799
Bentler, Dominik, Stefan Gabriel, Benedikt A. Latos, Oliver Dietrich, Roman Dumitrescu, and Günter W. Maier. “Partizipatives Gestaltungsvorgehen Bei Der Einführung Künstlicher Intelligenz in Produzierenden Unternehmen.” In GfA-Frühjahrskongress 2023. GfA, Sankt Augustin, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47827
Weller, Julian, Daniel Roesmann, Sönke Eggert, Sebastian von Enzberg, Iris Gräßler, and Roman Dumitrescu. “Identification and Prediction of Standard Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.” Procedia CIRP 119 (2023): 514–20. https://doi.org/10.1016/j.procir.2023.01.011.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47822
Machon, Fabian, Stefan Gabriel, Benedikt Latos, Christoph Holtkötter, Ben Lütkehoff, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Design of Individual Simulation Games in Manufacturing Companies for Game-Based Learning.” Procedia CIRP 119 (2023): 1017–22. https://doi.org/10.1016/j.procir.2023.03.145.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47824
Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Process Mining Data Canvas: A Method to Identify Data and Process Knowledge for Data Collection and Preparation in Process Mining Projects.” Procedia CIRP 119 (2023): 602–7. https://doi.org/10.1016/j.procir.2023.03.114.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47826
Wilke, Daria, Anja Schierbaum, Harald Anacker, and Roman Dumitrescu. “Targeted-Oriented Selection of Engineering Methods.” Procedia CIRP 119 (2023): 788–93. https://doi.org/10.1016/j.procir.2023.02.166.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 48051
Humpert, Lynn, Moritz Wäschle, Sarah Horstmeyer, Harald Anacker, Roman Dumitrescu, and Albert Albers. “Stakeholder-Oriented Elaboration of Artificial Intelligence Use Cases Using the Example of Special-Purpose Engineering.” Procedia CIRP 119 (2023): 693–98. https://doi.org/10.1016/j.procir.2023.02.160.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48669
Koldewey, Christian, Rabe Martin, Roman Dumitrescu, and Johannes Winter. “Introduction to the Minitrack on Data-Driven Services in Manufacturing: Innovation, Engineering, Transformation, and Management.” In Proceedings of the 56th Hawaii International Conference on System Sciences, 2023.
LibreCat
| Files available
2023 | Book (Editor) | LibreCat-ID: 48666
Dumitrescu, Roman, and Christian Koldewey, eds. Datengestützte Produktplanung. Vol. 408. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, 2023. https://doi.org/10.17619/UNIPB/1-1667.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 49319
Tissen, Denis, Christian Tschirner, Christian Koldewey, and Roman Dumitrescu. “Nachhaltigkeit durch Daten im MBSE: Einblick in die Entwicklung eines Modell-Empfehlungssystems.” In Tag des Systems Engineering, edited by Walter Hoch, Daria Wilke, Stefan Dreiseitel, and Rüdiger Kaffenberger. Bremen: Gesellschaft für Systems Engineering e. V., 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47804
Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Harald Anacker, Roman Dumitrescu, and Apostolos Papanikolaou. “Platform Approach for Modularising Battery Electric Fast Ferries.” Proceedings of the Design Society 3 (2023): 2905–14. https://doi.org/10.1017/pds.2023.291.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47803
Cieply, Jonas, Jan-Philipp Disselkamp, Florian Dyck, Waddah Alturk, Arno Kühn, and Roman Dumitrescu. “A Systematic Literature Review on the Digital Twin of the Factory in the Context of the Product and Factory Lifecycle.” Procedia CIRP 119 (2023): 834–40. https://doi.org/10.1016/j.procir.2023.02.168.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47801
Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Daniel Grobbel, Roman Dumitrescu, and Apostolos Papanikolaou. “Development of a Modular Architecture for Complex Mechatronic Systems.” Procedia CIRP 119 (2023): 1158–63. https://doi.org/10.1016/j.procir.2023.02.186.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47802
Disselkamp, Jan-Philipp, Jonas Cieply, Florian Dyck, Robin Grothe, Harald Anacker, and Roman Dumitrescu. “Integrated Product and Production Development - a Systematic Literature Review.” Procedia CIRP 119 (2023): 716–21. https://doi.org/10.1016/j.procir.2023.06.198.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 47805
Wilke, Daria, Lynn Humpert, Johanna Mansheim, Harald Anacker, and Roman Dumitrescu. “Systems Engineering Potentials and Use Cases for the Offer Phase in Special Purpose Machinery.” In DS 125: Proceedings of the 34th Symposium Design for X (DFX2023). The Design Society, 2023. https://doi.org/10.35199/dfx2023.23.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47809
Haarmann, Lennard, Fabian Machon, Martin Rabe, Laban Asmar, and Roman Dumitrescu. “Venture Client Model: A Systematic Literature Review.” European Conference on Innovation and Entrepreneurship 18, no. 1 (2023): 345–55. https://doi.org/10.34190/ecie.18.1.1790.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 47815
Kürpick, Christian, Arno Kühn, Luca Olszewski, and Roman Dumitrescu. “Framework for Dual Transformation: A Systematic Literature Review on the Interplays between Digitalization and Sustainability.” In 2023 IEEE Conference on Technologies for Sustainability (SusTech). IEEE, 2023. https://doi.org/10.1109/sustech57309.2023.10129630.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 47807
Ellermann, Kai, Laban Asmar, and Roman Dumitrescu. “A Technology Foresight Maturity Model.” In ISPIM Conference Proceedings, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 47829
Brock, Jonathan, Bernd Löhr, Katharina Brennig, Thilo Seger, Christian Bartelheimer, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve Their Process Mining Activities.” In ECIS 2023 Proceedings at AIS Electronic Library (AISeL)., 256, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47817
Dyck, Florian, Harald Anacker, and Roman Dumitrescu. “Virtual Assembly for Engineering – A Systematic Literature Review.” Procedia CIRP 118 (2023): 912–17. https://doi.org/10.1016/j.procir.2023.06.157.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48422
Humpert, Lynn, Amelie Tihlarik, Moritz Wäschle, Harald Anacker, Roman Dumitrescu, Albert Albers, Silke Röbenack, and Sabine Pfeifer. “Investigating the Potential of Artificial Intelligence for the Employee from the Perspective of AI-Experts.” In IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 48421
Humpert, Lynn, Kristin Zagatta, Harald Anacker, and Roman Dumitrescu. “Identification of Fields of Action for Validation in Systems Engineering.” In IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 48427
Gabriel, Stefan, Arno Kühn, and Roman Dumitrescu. “Strategic Planning of the Collaboration between Humans and Artificial Intelligence in Production.” In Procedia CIRP, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 48425
Mundt, Enrik, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Principles for the Effective Application of Systems Engineering: A Systematic Literature Review and Application Use Case,” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 48426
Tekaat, Julian, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Integration von Design Thinking in Systems Engineering Mit Hilfe Des Systemdenkens,” 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47854
Scholtysik, Michel, Christian Koldewey, Malte Rohde, and Roman Dumitrescu. “Integrative Conceptualization of Products and Business Models for the Circular Economy: A Systematic Literature Review.” Procedia CIRP 119 (2023): 841–46. https://doi.org/10.1016/j.procir.2023.03.129.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 49349
Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Christoph Pierenkemper, and Christian Hensen. “Einstieg in Die Kreislaufwirtschaft: Integrative Planung von Produkten Und Geschäftsmodellen,” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 49365
Brock, Jonathan, Niclas Rempe, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach.” In 5th Conference on Production Systems and Logistics , 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 49362
Weller, Julian, Nico Migenda, Arthur Wegel, Martin Kohlhase, Wolfram Schenk, and Roman Dumitrescu. “Conceptual Framework for Prescriptive Analytics Based on Decision Theory.” In IEEE ADACIS 2023, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 47836
Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Scenario-Based Foresight.” In Proceedings of the XXXII ISPIM Innovation Conference, 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 49368
Menzefricke, Jörn Steffen, Christian Koldewey, and Roman Dumitrescu. “Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems.” In The Digital Twin of Humans. Cham: Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-26104-6_3.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 48601
Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “The Role of Design in Interdisciplinary Product Development – Challenges, Research Approaches and Further Research Needs.” In Proceedings of the Design Society, 3:3473–82. Cambridge University Press (CUP), 2023. https://doi.org/10.1017/pds.2023.348.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47850
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Designing Business Models for a Circular Economy.” Proceedings of the Design Society 3 (2023): 1347–56. https://doi.org/10.1017/pds.2023.135.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 47813
Japs, Sergej, Faizan Faheem, Harald Anacker, Stephan Husung, and Roman Dumitrescu. “Model-Based Systems Engineering Using Security Design Patterns in the Context of ISO/SAE 21434.” Proceedings of the Design Society 3 (2023): 2675–84. https://doi.org/10.1017/pds.2023.268.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 49361
Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Ansgar Wicker, Roman Dumitrescu, and Edmund Tolo. “TCO Analysis of a Modular and Integral Product Architecture in Shipbuilding,” 2023. https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332277.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 49360
Disselkamp, Jan-Philipp, Tobias Seidenberg, Christoph Jürgenhake, Harald Anacker, and Roman Dumitrescu. “Future Production of Ships – Case Study for Modular High-Speed Ferries,” 2023. https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332382.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 52369
Fichtler, Timm, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu. “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research.” In 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2023. https://doi.org/10.1109/ictmod59086.2023.10438135.
LibreCat
| DOI
2023 | Misc | LibreCat-ID: 52671
Dumitrescu, Roman, and K. Hölzle. Vorausschau Und Technologieplanung. 17. Symposium Für Vorausschau Und Technologieplanung . Vol. Band 413. HNI-Verlagsschriftreihe, 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 53553
Özcan, Leon, Marvin Drewel, Christian Koldewey, and Roman Dumitrescu. “Strategische Planung Des Einstiegs in Die Plattformökonomie.” In Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter, edited by Daniel Schallmo, Klaus Lang, Thomas Werani, and Barbara Krumay. Schwerpunkt Business Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_7.
LibreCat
| DOI
2023 | Report | LibreCat-ID: 53554
Dumitrescu, Roman, Frank Riemensperger, Günther Schuh, Jan Biehler, Anna Frey, Christian Hocken, Christian Koldewey, et al. Acatech Maturity Index Smart Services. Acatech STUDIE, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 49363
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas.” Procedia CIRP , 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 47834
Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based Foresight in the Age of Digital Technologies and AI.” In New Digital Work, edited by Alexandra Shajek and Ernst A. Hartmann, 51–67, 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47835
Ködding, Patrick, Kai Ellermann, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases.” Procedia CIRP 119 (2023): 740–45. https://doi.org/10.1016/j.procir.2023.01.015.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 54286
Lick, Jonas, Benedict Wohlers, Philipp Sahrhage, Felix Schreckenberg, Susanne Klöckner, Sebastian Von Enzberg, Arno Kühn, and Roman Dumitrescu. “Integrating Domain Expertise and Artificial Intelligence for Effective Supply Chain Management Planning Tasks: A Collaborative Approach.” In Artificial Intelligence, Social Computing and Wearable Technologies. AHFE International, 2023. https://doi.org/10.54941/ahfe1004185.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 54506
Lick, Jonas, Felix Schreckenberg, Philipp Sahrhage, Benedict Wohlers, Susanne Klöcker, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Integrating Domain Expertise and Artificial Intelligence for Effective Supply Chain Management Planning Tasks: A Collaborative Approach.” In Artificial Intelligence, Social Computing and Wearable Technologies, Vol. 113, edited by Waldemar Karwowsk and Tareq Ahram, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54503
Günther, Matthias, Denis Göllner, Jörg Heihoff-Schwede, Harald Anacker, and Roman Dumitrescu. “Engineering und Management von System of Systems–Gestaltungskonzepte im SoS-Engineering.” In Tag des Systems Engineering 2023, edited by Daria Wilke, Walter Koch, Rüdiger Kaffenberger, and Stefan Dreiseitel, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54505
Wilke, Daria, Rebecca Heitmann, Julian Tekaat, Harald Anacker, and Roman Dumitrescu. “Reifegradmodell zur Einführung von Systems Engineering–Systemdenken als Handlungsfeld.” In Tag des Systems Engineering 2023, edited by Daria Wilke, Walter Koch, Rüdiger Kaffenberger, and Stefan Dreiseitel, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54507
Mager, Thomas, and Roman Dumitrescu. “Hybrid Design Approach for the Design of High-Frequency Components in MID Technology,” 2023.
LibreCat
2023 | Book Chapter | LibreCat-ID: 54547
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Modular Toolbox for Low-Code Development of Individual Augmented Reality Applications in Unity.” In Open Science in Engineering, edited by Michael Auer, Reinhard Langmann, and Thrasyvoulos Tsiatsos. Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-42467-0_40.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 54567
Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey, Albert Albers, and Roman Dumitrescu. “Future-Robust Evolution of Product Portfolios: Need for Action from Theory and Practice.” Procedia CIRP 120 (2023): 792–97. https://doi.org/10.1016/j.procir.2023.09.077.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 54565
Wiederkehr, Ingrid, Michael Schlegel, Christian Koldewey, Simon Rapp, Roman Dumitrescu, and Albert Albers. “Interacting Forces for a Resilient, Future-Robust Evolution of Product Portfolios.” Procedia CIRP 120 (2023): 816–21. https://doi.org/10.1016/j.procir.2023.09.081.
LibreCat
| DOI
2023 | Journal Article | LibreCat-ID: 54566
Göllner, Denis, Sophie Dzienus, Rik Rasor, Harald Anacker, and Roman Dumitrescu. “Guidelines for Providing Digital Twins.” Procedia CIRP 120 (2023): 1433–38. https://doi.org/10.1016/j.procir.2023.09.189.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 54568
Machon, Fabian, Lennard Haarmann, Martin Rabe, Roman Dumitrescu, Marie Bierbüsse, Mareen Tack, Rebecca Hanke, and Daniel Kinder. “Mehr Innovationen durch Venture Clienting – Fallstudie zur Initiative „Stratosfare“.” In Vorausschau und Technologieplanung, edited by Roman Dumitrescu and Katharina Hölzle, Vol. 413, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54569
Wiederkehr, Ingrid, Christian Koldewey, Roman Dumitrescu, Michael Schlegel, and Albert Albers. “Bridging the Gap between Product Innovation and Product Planning: A Literature-Based Conceptual Investigation,” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54571
Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey, Albert Albers, and Roman Dumitrescu. “Ontology for Future-Robust Product Portfolio Evolution: A Basis for the Development of Models and Methods.” In Procedia CIRP, edited by Ang Liu and Sami Kara, 119:764–69. Elsevier BV, 2023. https://doi.org/10.1016/j.procir.2023.01.017.
LibreCat
| DOI
2023 | Conference Paper | LibreCat-ID: 54574
Weller, Julian, Nico Migenda Nico Migenda, Rui Liu Rui Liu, Arthur Wegel Arthur Wegel, Martin Kohlhase Martin Kohlhase, Wolfram Schenck Wolfram Schenck, Sebastian von Enzberg Sebastian von Enzberg, and Roman Dumitrescu. “Towards a Systematic Approach for Prescriptive Analytics Use Cases in Smart Factories,” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54618
Wilke, Daria , Carolin Grewe, Dhusjanth Thavathilakarjah, Harald Anacker, and Roman Dumitrescu. “Method Engineering – a Systematic Literature Review on Scopus Base,” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54620
Seidenberg, Tobias, Joe Ayoub, Mike Figge, Harald Anacker, and Roman Dumitrescu. “Method to Support the Selection of Localization Technologies for Industry 4.0,” 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 54621
Schreiner, Nick, Christian Kürpick, Arno Kühn, and Roman Dumitrescu. “Sustainability Data Map: Framework for Data-Based Product Carbon Footprinting of Technical Products,” 2023.
LibreCat
2023 | Misc | LibreCat-ID: 54622
Gabriel, Stefan, Christian Fechtelpeter, Jessica Wulf, Salome Leßmann, and Roman Dumitrescu. Transferkonzept eines Kompetenzzentrums der Arbeitsforschung in einer von mittelständischen Unternehmen geprägten Region, 2023.
LibreCat
2023 | Conference Paper | LibreCat-ID: 37553
Schrader, Elena, Ruslan Bernijazov, Marc Foullois, Michael Hillebrand, Lydia Kaiser, and Roman Dumitrescu. “Examples of AI-Based Assistance Systems in Context of Model-Based Systems Engineering.” In 2022 IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2023. https://doi.org/10.1109/isse54508.2022.10005487.
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| DOI
2023 | Conference Paper | LibreCat-ID: 45793
Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” In Procedia CIRP 33, 2023.
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2023 | Conference Paper | LibreCat-ID: 45812
Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B Markets,” 2023.
LibreCat
2023 | Journal Article | LibreCat-ID: 47420
Kürpick, Christian, Anja Rasor, Michel Scholtysik, Arno Kühn, Christian Koldewey, and Roman Dumitrescu. “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation.” Procedia CIRP 119 (2023): 614–19. https://doi.org/10.1016/j.procir.2023.02.155.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49318
Tissen, Denis, Christian Koldewey, and Roman Dumitrescu. “A Process-Model for Tailoring Prototyping of Cyber-Physical Systems,” 2023.
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2022 | Conference Abstract | LibreCat-ID: 29149 |

Koldewey, Christian, Roman Dumitrescu, and Martin Rabe. “Introduction to the Data-Driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation.” In Proceedings of the 55th Hawaii International Conference on System Sciences, 2022.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 29380
Meyer, Maurice, Ingrid Wiederkehr, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Usage Data-Driven Product Planning.” In Proceedings of the 55th Hawaii International Conference on System Sciences, 6105–14, 2022.
LibreCat
2022 | Journal Article | LibreCat-ID: 27776
Koldewey, Christian, Anja Rasor, Jannik Reinhold, Jürgen Gausemeier, Roman Dumitrescu, Nadia Chohan, and Maximilian Frank. “Aligning Strategic Position, Behavior, and Structure for Smart Service Businesses in Manufacturing.” Technological Forecasting and Social Change, 2022. https://doi.org/10.1016/j.techfore.2021.121329.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33503
Gabriel, Stefan, Theresa Aring, Daniela Hobscheidt, Arno Kühn, and Roman Dumitrescu. “Handlungsfelder Für Die KI-Einführung in Der Arbeitswelt Produzierender Unternehmen.” In Tagungsband Des 68. Frühjahrskongress Der Gesellschaft Für Arbeitswissenschaft, edited by Gesellschaft für Arbeitswissenschaft e.V. Sankt Augustin: GfA-Press, 2022.
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2022 | Conference Paper | LibreCat-ID: 33505
Anacker, Harald, Matthias Günther, Fabian Wyrwich, and Roman Dumitrescu. “Pattern Based Engineering of System of Systems - a Systematic Literature Review.” In 17th Annual System of Systems Engineering Conference (SOSE), 178–83, 2022. https://doi.org/10.1109/SOSE55472.2022.9812697.
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| DOI
2022 | Conference Paper | LibreCat-ID: 31188
Anacker, Harald, Roman Dumitrescu, Ulf Könemann, and Daria Wilke. “Identification of Stakeholder-Specific Systems Engineering Competencies for Industry.” In Proceedings of the 16th Annual IEEE International Systems Conference, 2022.
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2022 | Conference Paper | LibreCat-ID: 33553
Pfeifer, Stefan, Didem Akgül, Silke Röbenack, Amelie Tihlarik, Bruno Albert, Harald Anacker, and Roman Dumitrescu. “Design Decisions in the Architecture Development of Advanced Systems: Towards Traceable and Sustainable Documentation and Communication.” In DS 118: Proceedings of NordDesign 2022, edited by N.H. Mortensen, C.T. Hansen, and M. Deininger. The Design Society, 2022. https://doi.org/10.35199/norddesign2022.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33552
Disselkamp, Jan-Philipp, Tobias Seidenberg, Harald Anacker, and Roman Dumitrescu. “Design of an Optimised Value Creation Network for Zero Emission Ferries.” In Proceedings of the IEEE, 2022.
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2022 | Conference Paper | LibreCat-ID: 33556
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Knowledge-Based Interactive Configuration Tool for Industrial Augmented Reality Systems.” In Proceedings of the 5th International Conference on Information and Computer Technologies (ICICT). IEEE, 2022. https://doi.org/10.1109/icict55905.2022.00021.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33554
Merkelbach, Silke, Sebastian von Enzberg, Arno Kuhn, and Roman Dumitrescu. “Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications.” In Proceedings of the IEEE. IEEE, 2022. https://doi.org/10.1109/icps51978.2022.9816871.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33557
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Systematics for the Individual Assessment of Augmented Reality Potentials to Support Product Validation.” In Proceedings of NordDesign 2022. The Design Society, 2022. https://doi.org/10.35199/norddesign2022.12.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33558
Wilke, Daria, Stefan Pfeifer, Rebecca Heitmann, Harald Anacker, Roman Dumitrescu, and Volker Franke. “Implementation of Systems Engineering: A Maturity-Based Approach.” In Proceedings of the IEEE ISSE , n.d.
LibreCat
2022 | Report | LibreCat-ID: 33702
Papenkordt, Jörg, Stefan Gabriel, Kirsten Thommes, and Roman Dumitrescu. Künstliche Intelligenz in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe. Kompetenzzentrum Arbeitswelt.Plus, 2022. https://doi.org/10.55594/tmao3234.
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| DOI
2022 | Journal Article | LibreCat-ID: 33701
Kharatyan, Aschot, Lynn Humpert, Harald Anacker, Roman Dumitrescu, Moritz Wäschle, Albert Albers, and Sarah Horstmeyer. “Künstliche Intelligenz Im Engineering.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 6 (2022): 427–31. https://doi.org/10.1515/zwf-2022-1074.
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| DOI
2022 | Journal Article | LibreCat-ID: 33705
Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Planning the Analysis of Use Phase Data in Product Planning.” Proceedings of the Design Society 2 (2022): 753–62. https://doi.org/10.1017/pds.2022.77.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33708
Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “How Can Data Analytics Results Be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning.” In AMCIS 2022 Proceedings. Minneapolis, 2022.
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2022 | Journal Article | LibreCat-ID: 33707
Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” Procedia CIRP 107 (2022): 1053–58. https://doi.org/10.1016/j.procir.2022.05.107.
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| DOI
2022 | Newspaper Article | LibreCat-ID: 33709
Wiecher, Carsten , Constantin Mandel, Matthias Günther, Jannik Fischbach, Joel Greenyer, Matthias Greinert, Carsten Wolff, Roman Dumitrescu, Daniel Mendez, and Albert Albers. “Model-Based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” ArXiv Preprint, 2022.
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2022 | Journal Article | LibreCat-ID: 33714
Joppen, Robert, Arno Kühn, Magdalena Förster, and Roman Dumitrescu. “Evaluation of Industry 4.0 Applications in Production.” Journal of the Knowledge Economy, 2022. https://doi.org/10.1007/s13132-022-00959-2.
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| DOI
2022 | Journal Article | LibreCat-ID: 33713
Japs, Sergej, Sebastian Schmidt, Frank Kargl, Lydia Kaiser, Aschot Kharatyan, and Roman Dumitrescu. “Collaborative Modeling of Use Case & Damage Scenarios in Online Workshops Using a 3D Environment.” Proceedings of the Design Society 2 (2022): 1599–1608. https://doi.org/10.1017/pds.2022.162.
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| DOI
2022 | Journal Article | LibreCat-ID: 33715
Japs, Sergej, Frank Kargl, Harald Anacker, and Roman Dumitrescu. “Why Make It Hard? - Usage of Aggregated Statistical Data for Risk Assessment of Damage Scenarios in the Context of ISO/SAE 21434.” Procedia CIRP 109 (2022): 293–98. https://doi.org/10.1016/j.procir.2022.05.252.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33712
Mager, Thomas, Christoph Jürgenhake, and Roman Dumitrescu. “Efficient Method for Determining Substrate Parameters of Additive Manufactured Spatial Circuit Carriers.” In 2022 14th German Microwave Conference (GeMiC), 224–27. IEEE, 2022.
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2022 | Conference Paper | LibreCat-ID: 33711
Gollner, Denis, Tobias Klausmann, Rik Rasor, and Roman Dumitrescu. “Use Case Driven Digital Twin Generation.” In 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE, 2022. https://doi.org/10.1109/icps51978.2022.9816907.
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| DOI
2022 | Journal Article | LibreCat-ID: 33718
Gabriel, Stefan, Dominik Bentler, Eva-Maria Grote, Caroline Junker, David Meyer zu Wendischhoff, Michael Bansmann, Benedikt Latos, Daniela Hobscheidt, Arno Kühn, and Roman Dumitrescu. “Requirements Analysis for an Intelligent Workforce Planning System: A Socio-Technical Approach to Design AI-Based Systems.” Procedia CIRP 109 (2022): 431–36. https://doi.org/10.1016/j.procir.2022.05.274.
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| DOI
2022 | Journal Article | LibreCat-ID: 33716
Förster, Magdalena, Christian Kürpick, Daniela Hobscheidt, Arno Kühn, and Roman Dumitrescu. “Cross-Industry Methods for Strategic Planning of the Digital Transformation of Small and Medium Sized Enterprises.” Procedia CIRP 109 (2022): 322–27. https://doi.org/10.1016/j.procir.2022.05.257.
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| DOI
2022 | Journal Article | LibreCat-ID: 33717
Kharatyan, Aschot, Matthias Günther, Harald Anacker, Sergej Japs, and Roman Dumitrescu. “Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering.” Procedia CIRP 109 (2022): 586–91. https://doi.org/10.1016/j.procir.2022.05.299.
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| DOI
2022 | Journal Article | LibreCat-ID: 33719
Humpert, Lynn, Benjamin Röhm, Harald Anacker, Roman Dumitrescu, and Reiner Anderl. “Method for Direct End Customer Integration into the Agile Product Development.” Procedia CIRP 109 (2022): 215–20. https://doi.org/10.1016/j.procir.2022.05.239.
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| DOI
2022 | Journal Article | LibreCat-ID: 33810 |

Koldewey, Christian, Daniela Hobscheidt, Christoph Pierenkemper, Arno Kühn, and Roman Dumitrescu. “Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals.” Sci 39, no. 4 (2022). https://doi.org/10.3390/sci4040039.
LibreCat
| DOI
| Download (ext.)
2022 | Journal Article | LibreCat-ID: 33720
Göllner, Denis, Rik Rasor, Harald Anacker, and Roman Dumitrescu. “Collaborative Modeling of Interoperable Digital Twins in a SoS Context.” Procedia CIRP 107 (2022): 1089–94. https://doi.org/10.1016/j.procir.2022.05.113.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 30193
Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “Potentials and Challenges of Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022). https://doi.org/10.1017/s0890060421000408.
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| DOI
2022 | Journal Article | LibreCat-ID: 33710
Anacker, Harald, Roman Dumitrescu, Nico Michels, and Rik Rasor. “EngOps – Ein Leitbild Für Das Agile Zusammenwirken von Engineering Und Operations.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 6 (2022): 405–9. https://doi.org/10.1515/zwf-2022-1069.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33956
Reinhold, Jannik, Michael Siewert, Michel Scholtysik, Anja Rasor, Christian Koldewey, and Roman Dumitrescu. “Software-Gestützte Planung Der Smart-Service-Transformation.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 5 (2022): 312–16. https://doi.org/10.1515/zwf-2022-1048.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33706
Panzner, Melina, Maurice Meyer, Sebastian von Enzberg, and Roman Dumitrescu. “Business-to-Analytics Canvas - Translation of Product Planning-Related Business Use Cases into Concrete Data Analytics Tasks.” In Procedia CIRP, 109:580–85. Elsevier BV, 2022. https://doi.org/10.1016/j.procir.2022.05.298.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33955
Reinhold, Jannik, Christian Koldewey, and Roman Dumitrescu. “Value Creation Framework and Roles for Smart Services.” Procedia CIRP 109 (2022): 413–18. https://doi.org/10.1016/j.procir.2022.05.271.
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| DOI
2022 | Book Chapter | LibreCat-ID: 49350
Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Nutzung von Process Mining in RPA-Projekten.” In Praxishandbuch Robotic Process Automation (RPA). Wiesbaden: Springer Fachmedien Wiesbaden, 2022. https://doi.org/10.1007/978-3-658-38379-4_5.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33983
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Adapting the Product Design to the Circular Economy Using R-Principles,” 2022.
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| Files available
2022 | Book | LibreCat-ID: 52670
Dumitrescu, Roman, and Christian Koldewey. Datengestützte Projektplanung. Vol. Band 408. HNI-Verlagsschriftreihe, 2022.
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2022 | Conference Paper | LibreCat-ID: 47831
Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien.” In Digitalisierung Souverän Gestalten II, edited by Ernst A. Hartmann, 2022.
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2022 | Conference Paper | LibreCat-ID: 37554
Asmar, Laban, Khoren Grigoryan, Arno Kuhn, and Roman Dumitrescu. “Survey on Methods for Early Prototyping and Validation of Technical Product Ideas.” In 2022 IEEE 20th International Conference on Industrial Informatics (INDIN). IEEE, 2022. https://doi.org/10.1109/indin51773.2022.9976130.
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| DOI
2022 | Conference Paper | LibreCat-ID: 37550
Kaiser, Lydia, Elena Schräder, Ruslan Bernijazov, Marc Foullois, and Roman Dumitrescu. “Ein Ansatz Zur Strukturierung von KI-Assistenzen Im Model-Based Systems Engineering.” In Tag Des Systems Engineering, edited by Walter Koch, Daria Wilke, Stefan Dreiseitel, Rüdiger Kaffenberger, and Gesellschaft für Systems Engineering e.V. Bremen, 2022.
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2021 | Conference Paper | LibreCat-ID: 26050
Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien (in Druck).” In Digitalisierung Souverän Gestalten, edited by Ernst A. Hartmann. Berlin, Heidelberg: Springer Vieweg, 2021.
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2021 | Conference Paper | LibreCat-ID: 26401
Förster, Magdalena, Martin Rabe, Arno Kühn, and Roman Dumitrescu. “Practical Approach for the Development of Digital Guidelines for Smart Cities.” In Proceedings of the IEEE E-TEMS 2021, 2021.
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2021 | Conference Paper | LibreCat-ID: 26402
Tekaat, Julian, Harald Anacker, and Roman Dumitrescu. “The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review.” In Proceedings of the 7th IEEE International Symposium on Systems Engineering, 2021.
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2021 | Conference Paper | LibreCat-ID: 26403
Wilke, Daria, Anja Schierbaum, Lydia Kaiser, and Roman Dumitrescu. “Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering.” In Proceedings of the International Conference on Engineering Design, ICED 2021, 2021.
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2021 | Conference Paper | LibreCat-ID: 26404
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Augmented Reality-Based Product Validation to Support Collaborative Engineering of Complex Technical Systems.” In Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0, edited by Michael E. Auer, Kalyan Ram Bhimavaram, and Xiao-Guang Yue, 298:451–63. Springer International Publishing, 2021.
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2021 | Conference Paper | LibreCat-ID: 26492
Gabriel, Stefan, Tobias Grauthoff, Robert Joppen, Arno Kühn, and Roman Dumitrescu. “Analyzing Socio-Technical Risks in Implementation of Industry 4.0-Use Cases.” In Procedia CIRP, 100:241–46, 2021.
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2021 | Conference Paper | LibreCat-ID: 26823
Kharatyan, Aschot, Christoph Jürgenhake, and Roman Dumitrescu. “Towards Generative Design in the Development of Mechatronic Integrated Devices (MID).” In Procedia CIRP, Vol. 100:373–78, 2021.
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2021 | Conference Paper | LibreCat-ID: 26830
Mager, Thomas, Christoph Jürgenhake, and Roman Dumitrescu. “Approach for a Modular Design Methodology for an Efficient Development of 3D MID Components.” In 14th International Congress Molded Interconnect Devices (MID), 1–9, 2021.
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2021 | Conference Paper | LibreCat-ID: 26833
Hemmelgarn, Florian, Patrick Ehlert, Thomas Mager, Christoph Jürgenhake, and Roman Dumitrescu. “Evaluation of Different Additive Manufacturing Technologies for MIDs in the Context of Smart Sensor Systems for Retrofit Applications.” In 14th International Congress Molded Interconnect Devices (MID), 2021.
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2021 | Conference Paper | LibreCat-ID: 26839
Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Socio-Technical Risk Management in the Age of Digital Transformation – Identification and Analysis of Existing Approaches.” In Procedia CIRP, 100:708–13, 2021.
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2021 | Conference Paper | LibreCat-ID: 26843
Schnasse, Felix, Jörn Steffen Menzefricke, and Roman Dumitrescu. “Identification of Socio-Technical Risks and Their Correlations in the Context of Digital Transformation for the Manufacturing Sector.” In Proceedings of the IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA), 159–66, 2021.
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2021 | Conference Paper | LibreCat-ID: 26850
Japs, Sergej, Harald Anacker, and Roman Dumitrescu. “SAVE: Security & Safety by Model-Based Systems Engineering on the Example of Automotive Industry.” In Procedia CIRP, 187–92, 2021.
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2021 | Conference Paper | LibreCat-ID: 26851
Dumitrescu, Roman, Harald Anacker, Eva-Maria Grote, Rik Rasor, Julian Tekaat, Maurice Meyer, Jürgen Gausemeier, and Steffen Steglich. “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
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2021 | Conference Paper | LibreCat-ID: 26852
Kharatyan, Aschot, Julian Tekaat, Sergej Japs, Harald Anacker, and Roman Dumitrescu. “Metamodel for Safety and Security Integrated System Architecture Modeling.” In Proceedings of the Design Society, Vol. 1:2027–36, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 26855
Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW.” Proceedings of the Design Society, 2021, 3289–98. https://doi.org/10.1017/pds.2021.590.
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| DOI
2021 | Conference Paper | LibreCat-ID: 26857
Meyer, Maurice, Jan-Philipp Hemkentokrax, Christian Koldewey, Roman Dumitrescu, Peter M. Tröster, Michael Schlegel, Christopher L. Kling, Simon Rapp, and Albert Albers. “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
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2021 | Journal Article | LibreCat-ID: 26858
Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “Towards Identifying Data Analytics Use Cases in Product Planning.” Procedia CIRP 104 (2021): 1179–84.
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2021 | Conference Paper | LibreCat-ID: 26864
Hemkentokrax, Jan-Philipp, Daniel Eckelt, Lennard Haarmann, Christian Koldewey, and Roman Dumitrescu. “Die Kraft von Startup-Partnerschaften für das Innovationssystem eines Automobilzulieferers.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
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2021 | Conference Paper | LibreCat-ID: 26903
Wegel, Arthur, Philipp Sahrhage, Fabio Worthmann, Martin Rabe, and Roman Dumitrescu. “Referenzarchitektur für Smart Services.” In Stuttgarter Symposium für Produktentwicklung SSP 2021, edited by Hansgeorg Binz, Bernd Bertsche, Dieter Spath, and Daniel Roth, 12. Fraunhofer-Institut für Arbeitswirtschaft und Organisation IAO, Stuttgart, 2021. http://dx.doi.org/10.18419/opus-11478.
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| DOI
2021 | Conference Paper | LibreCat-ID: 26905
Reinhold, Jannik, Christian Koldewey, Roman Dumitrescu, and Gerhard Rausch. “Smart Service-Transformation - Den Wandel Der Wertschöpfung Erfolgreich Gestalten.” In Vorausschau Und Technologieplanung - 16. Symposium Vorausschau Und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
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2021 | Journal Article | LibreCat-ID: 26908
Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey, and Roman Dumitrescu. “Identifying Value Creation Patterns for Smart Services.” Procedia CIRP, 2021.
LibreCat
2021 | Book | LibreCat-ID: 26984
Dumitrescu, Roman, Leon Özcan, Patrick Ködding, Marc Foullois, and Ruslan Bernijazov. Künstliche Intelligenz in der Produktentstehung. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
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2021 | Journal Article | LibreCat-ID: 26990
Scholtysik, Michel, Jannik Reinhold, Christian Koldewey, and Roman Dumitrescu. “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS.” Proceedings of the Design Society 1 (2021): 2871–80. https://doi.org/10.1017/pds.2021.548.
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| DOI
2021 | Journal Article | LibreCat-ID: 26998
Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey, and Roman Dumitrescu. “Smart Service-Transformation mit Geschäftsmodellmustern.” Zeitschrift für wirtschaftlichen Fabrikbetrieb, 2021, 337–41. https://doi.org/10.1515/zwf-2021-0069.
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| DOI
2021 | Conference Paper | LibreCat-ID: 27055
Lagemann, Benjamin, Tobias Seidenberg, Christoph Jürgenhake, Stein Ove Erikstad, and Roman Dumitrescu. “System Alternatives for Modular, Zero-Emission High-Speed Ferries.” In SNAME International Conference on Fast Sea Transportation, 2021.
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2021 | Conference Paper | LibreCat-ID: 27056
Japs, Sergej, Harald Anacker, Lydia Kaiser, Jörg Holtmann, Roman Dumitrescu, and Frank Kargl. “D-REQs: Determination of Security & Safety Requirements in Workshops Based on the Use of Model-Based Systems Engineering.” In Proceedings of the IEEE, 1:412–14, 2021.
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2021 | Journal Article | LibreCat-ID: 27057
Mohammad, Ubaidullah, Cheng Low, Ramhuzaini Abd Rahman, Muhammad Akmal Johar, Ching Theng Koh, Roman Dumitrescu, Martin Rabe, Laban Asmar, and Susana Kamaruddin. “Smart Factory Reference Model for Training on Industry 4.0.” Journal of Mechanical Engineering (JMechE) 16, no. 2 (2021): 129–44. https://doi.org/10.21491/jmeche.v16i2.15331.
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| DOI
2021 | Journal Article | LibreCat-ID: 27081
Yee, Jingye , Cheng Yee Low, Natiara Mohamad Hashim, Fazah Akhtar Hanapiah, Wei Shien Soh, Noor Ayuni Che Zakaria, Mohammed Najeh Nemah, et al. “Data-Driven Model for Upper Limb Spasticity Detection.” International Journal of Integrated Engineering 13, no. 4 (2021): 180–88. http://orcid.org/0000-0002-5355-7908.
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| DOI
2021 | Newspaper Article | LibreCat-ID: 27082
Wiecher, Carsten, Carsten Wolff, Harald Anacker, and Roman Dumitrescu. “Selecting Features for the Next Release in a System of Systems Context.” ArXiv Preprint, 2021.
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2021 | Conference Paper | LibreCat-ID: 27085
Hobscheidt, Daniela, Arno Kühn, and Roman Dumitrescu. “Derivation of Socio-Technical Solution Patterns for Industry 4.0 Problem Classes.” In Procedia CIRP, 100:301–6. Elsevier, 2021.
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2021 | Conference Paper | LibreCat-ID: 27086
Niewöhner, Nadine, Nadja Lang, Laban Asmar, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “Towards an Ambidextrous Innovation Management Maturity Model.” In Procedia CIRP, 100:289–94. Elsevier, 2021.
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2021 | Conference Paper | LibreCat-ID: 27087
Gabriel, Stefan, Nadine Niewöhner, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Integration of Agile Practices in the Product Development Process of Intelligent Technical Systems.” In Procedia CIRP, 100:427–32. Elsevier, 2021.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27089
Koldewey, Christian, Jürgen Gausemeier, Roman Dumitrescu, Hans Heinrich Evers, Maximilian Frank, and Jannik Reinhold. “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization.” In Digitalization, edited by Daniel R. Schallmo and Joseph Tidd, 205–37. Springer, 2021.
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| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 27093
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, 99:21–26. Elsevier, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27094
Wiecher, Carsten, Joel Greenyer, Carsten Wolff, Harald Anacker, and Roman Dumitrescu. “Iterative and Scenario-Based Requirements Specification in a System of Systems Context.” In Requirements Engineering: Foundation for Software Quality, REFSQ 2021, edited by Fabiano Dalpiaz and Paola Spoletini. Cham, Switzerland: Springer Nature Switzerland AG, 2021.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27139
Foullois, Marc, Anna-Lena Kato-Beiderwieden, Lisa Mlekus, Günter W. Maier, Sascha Jenderny, Carsten Röcker, Oliver Dietz, et al. “Arbeit 4.0 in der Produktentstehung mit IviPep.” In Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, edited by Wilhelm Bauer, Susanne Mütze-Niewöhner, Sascha Stowasser, Claus Zanker, and Nadine Müller, 239–55. Springer Vieweg, Berlin, Heidelberg, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27140
Drewel, Marvin, Leon Özcan, Jürgen Gausemeier, and Roman Dumitrescu. “Platform Patterns - Using Proven Principles to Develop Digital Platforms.” In Journal of the Knowledge Economy, edited by Elias G. Carayannis, Volume 12:519–43. Springer, 2021. https://doi.org/10.1007/s13132-021-00772-3.
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| DOI
2021 | Conference Paper | LibreCat-ID: 27141
Rasor, Rik, Denis Göllner, Ruslan Bernijazov, Lydia Kaiser, and Roman Dumitrescu. “Towards Collaborative Life Cycle Specification of Digital Twins in Manufacturing Value Chains.” In Procedia CIRP, 98:229–34. Elsevier, 2021.
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2021 | Book Chapter | LibreCat-ID: 27504
Spath, Dieter, Jürgen Gausemeier, Roman Dumitrescu, Johannes Winter, Steffen Steglich, and Marvin Drewel. “Digitalisation of Society.” In Handbook of Engineering Systems Design, edited by Anja Maier, Josef Oehmen, and Pieter E. Vermaas, 2–27. Springer, Cham, 2021.
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2021 | Book | LibreCat-ID: 23458
Dumitrescu, Roman, Albert Albers, Jürgen Gausemeier, Oliver Riedel, and Rainer Stark. Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.
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2021 | Conference Paper | LibreCat-ID: 23779
Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artificial Intelligence in Product Creation.” In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.
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2021 | Book Chapter | LibreCat-ID: 22306
Koldewey, Christian, Jürgen Gausemeier, Roman Dumitrescu, Hans-Heinrich Evers, Maximilian Frank, and Jannik Reinhold. “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization.” In Digitalization, edited by Daniel R. Schallmo and Joseph Tidd, 205–37. Management for Professionals. Cham: Springer Nature, 2021. https://doi.org/10.1007/978-3-030-69380-0_12#DOI.
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| DOI
2021 | Conference Abstract | LibreCat-ID: 22307
Eckertz, Daniel, Marus Möller, Harald Anacker, and Roman Dumitrescu. “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies.” In Proceedings of the International Conference on Information and Computer Technologies, 2021.
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2021 | Newspaper Article | LibreCat-ID: 27058
Wiecher, Carsten, Jannik Fischbach, Joel Greenyer, Andreas Vogelsang, Carsten Wolff, and Roman Dumitrescu. “Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal.” ArXiv Preprint, 2021.
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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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2021 | Conference (Editor) | LibreCat-ID: 27519
Gausemeier, Jürgen, Wilhelm Bauer, and Roman Dumitrescu, eds. Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung. Vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
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2021 | Journal Article | LibreCat-ID: 37404
Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Maturity-Based Development of Strategic Thrusts for Socio-Technical Risks.” Procedia CIRP 104 (2021): 241–46. https://doi.org/10.1016/j.procir.2021.11.041.
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| DOI
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: 27096
Koldewey, Christian, Maurice Meyer, Patrick Stockbruegger, Roman Dumitrescu, and Jürgen Gausemeier. “Framework and Functionality Patterns for Smart Service Innovation.” Procedia CIRP (91), 2020, 851–57.
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: 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.
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.
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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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| 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.
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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.
LibreCat
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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| DOI
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: 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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| DOI
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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| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
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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| DOI
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.
LibreCat
2019 | Journal Article | LibreCat-ID: 27102
Pierenkemper, Christoph, Jannik Reinhold, Roman Dumitrescu, and Jürgen Gausemeier. “Erfolg Versprechende Industrie 4.0-Zielposition - Ermittlung Unter Berücksichtigung Zukünftiger Umfeldentwicklungen.” Industrie 4.0 Management (5), 2019, 30–34.
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2019 | Conference Paper | LibreCat-ID: 27103
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.” In Proceedings of the CIRP DESIGN. Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP), 2019.
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2019 | Conference Paper | LibreCat-ID: 27104
Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Jürgen Gausemeier. “Competence-Based Planning of Value Networks for Smart Services.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 27105
Wortmann, Fabio, Robert Joppen, Marvin Drewel, Arno Kühn, and Roman Dumitrescu. “Developing and Evaluating Concepts for a Digital Platform.” In IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, edited by K. Jain, S. Sangle, R. Gupta, J. Persis, and R. Mukundan. International Association for Management of Technology (IAMOT), 2019.
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2019 | Conference Paper | LibreCat-ID: 27107
Frank, Maximilian, Martin Rabe, Christian Koldewey, Roman Dumitrescu, Jürgen Gausemeier, Nils Hennig-Cardinal von Widdern, and Jannik Reinhold. “Classification-Based Planning of Smart Service Portfolios.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Book | LibreCat-ID: 27109
Gausemeier, Jürgen, Roman Dumitrescu, Julian Echterfeld, Tomas Pfänder, Daniel Steffen, and Frank Thielemann. Innovationen Für Die Märkte von Morgen - Strategische Planung von Produkten, Dienstleistungen Und Geschäftsmodellen. München: Carl Hanser Verlag, 2019.
LibreCat
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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| DOI
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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| DOI
2019 | Newspaper Article | LibreCat-ID: 17402
Koldewey, Christian, and Roman Dumitrescu. “Strategie als Erfolgsfaktor.” ServiceToday, 2019.
LibreCat
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.
LibreCat
2019 | Conference Paper | LibreCat-ID: 17404
Frank, Maximilian, Martin Rabe, Christian Koldewey, Roman Dumitrescu, Jürgen Gausemeier, Nils Hennig-Cardinal von Widdern, and Jannik Reinhold. “Classification-Based Planning of Smart Service Portfolios.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 18874 |

Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Jürgen Gausemeier. “Competence-Based Planning of Value Networks for Smart Services.” In Proceedings of the ISPIM Connects Ottawa – Innovation for Local and Global Impact. Ottawa: LUT Scientific and Expertise Publications, 2019.
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| Files available
2019 | Conference Paper | LibreCat-ID: 22708
Eckelt, Daniel, Ronny Bismark, Roman Dumitrescu, Maximilian Frank, Jürgen Gausemeier, and Jannik Reinhold. “Strategische Planung des Wertschöpfungsbeitrags von HELLA für automatisiertes Fahren von morgen.” In Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, Roman Dumitrescu, and Heinz Nixdorf Institut, 390:535–55. Heinz Nixdorf Institut, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22709
Dumitrescu, Roman, Sergej Japs, Lydia Kaiser, and Rik Rasor. “Model Checking of Integratively Designed Product and Production Systems.” In TdSE 2019. Garching, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22710
Albers, Alexander, Kai Fabian Ellermann, Arno Kühn, and Roman Dumitrescu. “Entwicklung Einer Suchstrategie Für Ein Medienbasiertes Technologiesanning Am Beispiel Der Antriebstechnik.” In 15. Symposium Für Vorausschau Und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, Roman Dumitrescu, and Heinz Nixdorf Institut, 390:277–91. Berlin, 2019.
LibreCat
2019 | Newspaper Article | LibreCat-ID: 22714
Pierenkemper, Christoph, Jannik Reinhold, Roman Dumitrescu, and Jürgen Gausemeier. “Erfolg versprechende Industrie 4.0-Zielposition - Ermittlung unter Berücksichtigung zukünftiger Umfeldentwicklungen.” Industrie 4.0 Management, 2019.
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2019 | Conference Paper | LibreCat-ID: 22716
Wortmann, Fabio, Robert Joppen, Marvin Drewel, Arno Kühn, and Roman Dumitrescu. “Developing and Evaluating Concepts for a Digital Platform.” In IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, Apr. 2019 International Association for Management of Technology (IAMOT), IAMOT, edited by K. Jain, S. Sangle, R. Gupta, J. Persis, and R. Mukundan, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22717
Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Jürgen Gausemeier. “Competence-Based Planning of Value Networks for Smart Services.” In Proceedings of the ISPIM Connects, edited by International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22721
Bansmann, Michael, Marc Foullois, Daniel Roeltgen, Lars Wöste, and Roman Dumitrescu. “Reference Architecture and Classification of Technology-Induced Scenarios of Digitized Work.” In 28th IAMOT International Conference of the International Association for Management of Technology, Mumbai, Indien, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22725
Asmar, Laban, Fabio Wortmann, Daniel Röltgen, Nadine Niewöhner, Arno Kühn, and Roman Dumitrescu. “ Framework for the Configuration of an Engineering Based Makeathon.” In Proceedings of ISPIM Innovation Conference, 7.-9. April, Ottawa, 2019, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22726
Bretz, Lukas, Lydia Kaiser, and Roman Dumitrescu. “An Analysis of Barriers for the Introduction of Systems Engineering.” In Procedia CIRP Volume 84, 783–89, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22727
Albers, Alexander, Julian Tekaat, Arno Kühn, and Roman Dumitrescu. “Requirement Profiles as a Foundation for Customer-Centric Ideation in Business-to-Business Markets.” In 29th CIRP Design 2019, Porto, Portugal, May 8th - May 10th, 2019, 2019.
LibreCat
2019 | Book | LibreCat-ID: 22728
Gausemeier, Jürgen, Roman Dumitrescu, Julian Echterfeld, Tomas Pfänder, Daniel Steffen, and Frank Thielemann. Innovationen für die Märkte von morgen – Strategische Planung von Produkten, Dienstleistungen und Geschäftsmodellen. München: Carl Hanser Verlag, 2019.
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2025 | Book | LibreCat-ID: 58549
Dumitrescu, Roman, Oliver Riedel, Michael Henke, Joachim Metternich, Steffen Ihlenfeldt, and Christian Koldewey. Gaia-X in industriellen Wertschöpfungsnetzwerken – Erkenntnisse aus der Förderlinie InGAIA-X. VDI Verlag, 2025. https://doi.org/10.51202/9783186204165.
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| DOI
2025 | Journal Article | LibreCat-ID: 58558
Carayannis, Elias G., Roman Dumitrescu, Tommy Falkowski, George Papamichail, and Nikos - Rigert Zota. “Enhancing SME Resilience through Artificial Intelligence and Strategic Foresight: A Framework for Sustainable Competitiveness.” Technology in Society, 2025. https://doi.org/10.1016/j.techsoc.2025.102835.
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| DOI
2025 | Conference Paper | LibreCat-ID: 58763
Kulkarni, Pranav Jayant, Julian Zerbin, Christian Koldewey, Ruslan Bernijazov, and Roman Dumitrescu. “Using SysML as a Modelling Language for Dataspaces.” In 2024 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2025. https://doi.org/10.1109/ictmod63116.2024.10878227.
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| DOI
2024 | Conference Paper | LibreCat-ID: 48632
Koldewey, Christian, Timm Fichtler, Michel Scholtysik, Jan Biehler, Nick Schreiner, Franziska Sommer, Maximilian Schacht, et al. “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49354
Afroze, Lameya, Silke Merkelbach, Sebastian von Enzberg, and Roman Dumitrescu. “Domain Knowledge Injection Guidance for Predictive Maintenance.” In ML4CPS 2023, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49364
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Business Strategy Taxonomy and Solution Patterns for the Circular Economy,” 2024.
LibreCat
2024 | Book (Editor) | LibreCat-ID: 54283
Beverungen, Daniel, Roman Dumitrescu, Arno Kühn, and Christoph Plass, eds. Digitale Plattformen Im Industriellen Mittelstand. Berlin, Heidelberg: Springer Berlin Heidelberg, 2024. https://doi.org/10.1007/978-3-662-68116-9.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54742
Wiecher, Carsten, Constantin Mandel, Matthias Günther, Jannik Fischbach, Joel Greenyer, Matthias Greinert, Carsten Wolff, Roman Dumitrescu, Daniel Mendez, and Albert Albers. “Model‐based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” In Systems Engineering. Wiley, 2024. https://doi.org/10.1002/sys.21748.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54741
Enzberg, Sebastian von, Julian Weller, Pascal Pöhler, Arno Kühn, Michael Römer, and Roman Dumitrescu. “Künstliche Intelligenz in Der Produktionsplanung Und -Steuerung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 119, no. 5 (2024): 349–55. https://doi.org/10.1515/zwf-2024-1065.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54743
Koldewey, Christian, Martin Ebel, Johannes Winter, and Roman Dumitrescu. “Data-Driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management.” In Proceedings of the 57th Hawaii International Conference on System Sciences | 2024, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 54751
Heuwinkel, Tim, Silke Merkelbach, Nils Janssen, Sebastian von Enzberg, and Roman Dumitrescu. “Leveraging Self-Supervised Learning for Vibration Data in Industrial Separators.” LibreCat University, 2024. https://doi.org/10.24405/15306.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54752
Merkelbach, Silke, Alexander Diedrich, Sebastian Von Enzberg, Oliver Niggemann, and Roman Dumitrescu. “Towards the Generation of Models for Fault Diagnosis of CPS Using VQA Models.” LibreCat University, 2024. https://doi.org/10.24405/15314.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54738
Schlegel, Michael, Markus Just, Ingrid Wiederkehr, Carsten Thümmel, Christoph Kempf, Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Future-Robust Product Portfolio Development: Insights into the Advancement of Product Portfolios in Companies – an Interview Study.” In Proceedings of the Design Society, 4:745–54. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.77.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54735
Disselkamp, Jan-Philipp, Robin Grothe, Jonas Lick, Ben Schütte, Sascha Brüne, Luca Schröder, and Roman Dumitrescu. “Towards the Digital Factory Twin – Design Guide for Creating a 3D Factory Model.” In Proceedings of the Design Society, 4:1979–88. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.200.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54734
Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “Drivers and Barriers for Design and Designers in Interdisciplinary Product Development – a Literature-Based Conceptual Model.” In Proceedings of the Design Society, 4:353–62. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.38.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54736
Trienens, Malte, Rik Rasor, Aschot Kharatyan, Roman Dumitrescu, and Harald Anacker. “Digital Twins to Increase Sustainability throughout the System Life Cycle: A Systematic Literature Review.” In Proceedings of the Design Society, 4:2277–86. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.230.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54737
Humpert, Lynn, Daria Wilke, Sarah Brueggemann, Harald Anacker, and Roman Dumitrescu. “Utilization of the System Architecture in the Context of Validation in the Business-to-Business (B2B) Sector.” In Proceedings of the Design Society, 4:2605–14. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.263.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54739
Günther, Matthias, Tobias Seidenberg, Harald Anacker, and Roman Dumitrescu. “Principles for the Design of System of Systems Exemplified Using Modularisation.” In Proceedings of the Design Society, 4:2565–74. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.259.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54740
Disselkamp, Jan-Philipp, Ben Schütte, and Roman Dumitrescu. “Challenges of the Integrative Product and Production System Development.” In Proceedings of the Design Society, 4:553–62. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.58.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 54733
Wyrwich, Fabian, Aschot Kharatyan, and Roman Dumitrescu. “Interdisciplinary System Lifecycle Management – a Systematic Literature Review.” In Proceedings of the Design Society, 4:2765–74. Cambridge University Press (CUP), 2024. https://doi.org/10.1017/pds.2024.280.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54753
Dumitrescu, Roman, Tommy Falkowski, Aschot Hovemann, and Rik Rasor. “GenAI-Tools revolutionieren die Produktentwicklung.” KEM Konstruktion Automation, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55185
Fichtler, Timm, Khoren Grigoryan, Lisa Irene Kirchberg, Christian Koldewey, and Roman Dumitrescu. “Application Areas and Challenges of Data-Driven Product Management.” In PACIS 2024 Proceedings, 2024.
LibreCat
2024 | Book Chapter | LibreCat-ID: 55426
Gabriel, Stefan , Tommy Falkowski, Jannis Graunke, Roman Dumitrescu, Anike Murrenhoff, Veronika Kretzschmer, and Michael ten Hompel. “Künstliche Intelligenz und industrielle Arbeit – Perspektiven und Gestaltungsoptionen.” In Expertise des Forschungsbeirats Industrie 4.0, edited by Forschungsbeirat der Plattform Industrie 4.0/acatech – Deutsche Akademie der Technikwissenschaften (Hrsg.), 2024.
LibreCat
2024 | Book Chapter | LibreCat-ID: 55422
Humpert, Lynn , Jan-Philipp Disselkamp, Anja Schierbaum, Kristin Zagatta, and Roman Dumitrescu. “Engineering autonom wandelbarer Industrie 4.0-Systeme.” In Expertise des Forschungsbeirats Industrie 4.0, edited by Forschungsbeirat der Plattform Industrie 4.0/acatech – Deutsche Akademie der Technikwissenschaften (Hrsg.), 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 55436
Stöhr, Bernd, Christian Koldewey, Yasemin Acar, and Roman Dumitrescu. “Challenges for Design and Designers in Interdisciplinary Product Development: A Qualitative Interview Study in Industry.” In Proceedings of DRS. Design Research Society, 2024. https://doi.org/10.21606/drs.2024.1001.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 54434
Brock, Jonathan, Katharina Brennig, Bernd Löhr, Christian Bartelheimer, Sebastian von Enzberg, and Roman Dumitrescu. “Improving Process Mining Maturity: From Intentions to Action.” Business & Information Systems Engineering, 2024. https://doi.org/10.1007/s12599-024-00882-7.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 56166
Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu. “Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.” In DS 130: Proceedings of NordDesign 2024, edited by J. Malmqvist, M. Candi, R. Saemundsson, F. Bystrom, and O. Isaksson, 617–25, 2024. https://doi.org/10.35199/NORDDESIGN2024.66.
LibreCat
| Files available
| DOI
2024 | Conference Paper | LibreCat-ID: 56167
Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases.” In DS 130: Proceedings of NordDesign 2024, Reykjavik, Iceland, 12th - 14th August 2024, edited by J. Malmqvist, M. Candi, R. J. Saemundsson, F. Bystrom, and O. Isaksson, 2024. https://doi.org/ 10.35199/NORDDESIGN2024.58.
LibreCat
| DOI
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 56169
Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies.” In DS 134: Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany, edited by Harold Stowe, Christopher Langner, Matthias Kreimeyer, Tyson R. Browning, Steven D. Eppinger, and Ali A. Yassine. DSM, 2024. https://doi.org/10.35199/dsm2024.13.
LibreCat
| DOI
| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 55186
Fichtler, Timm, Lisa Irene Kirchberg, Khoren Grigoryan, C. Koldewey, and Roman Dumitrescu. “A Method for Identifying Use Cases in Data-Driven Product Management.” In Procedia CIRP, 122:539–44. Elsevier BV, 2024. https://doi.org/10.1016/j.procir.2024.01.079.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 56170
Grigoryan, Khoren, Timm Fichtler, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “63 Use Cases for Analyzing Data in Product Management of Manufacturing Companies.” In AMCIS 2024 Proceedings, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 48423
Humpert, Lynn, Enrik Mundt, Lukas Bretz, Vanessa Bernz, Harald Anacker, and Roman Dumitrescu. “Criteria-Based Comparison of Systems Engineering and Agile Methods.” In 8th International Conference on Information Systems Engineering, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 58405
Brock, Jonathan, Katharina Brennig, Bernd Löhr, Christian Bartelheimer, Sebastian von Enzberg, and Roman Dumitrescu. “Improving Process Mining Maturity – From Intentions to Actions.” Business & Information Systems Engineering 66, no. 5 (2024): 585–605. https://doi.org/10.1007/s12599-024-00882-7.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58410
Disselkamp, Jan-Philipp, Christian Kürpick, Ben Schütte, Aschot Hovemann, and Roman Dumitrescu. “Use Cases of Generative AI In Factory Planning: Potential and Challenges.” In Proceedings of NordDesign 2024, edited by J. Malmqvist, M. Candi, R. J. Saemundsson, F. Bystrom, and O. Isaksson. Reykjavik, Iceland, 12th - 14th August 2024, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 58406
Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Towards Business Use Cases of Process Mining in Product Development and Manufacturing: Deriving and Classifying 18 Application Scenarios in Industry.” Procedia CIRP 128 (2024): 268–73. https://doi.org/10.1016/j.procir.2024.06.022.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58407
Lick, Jonas, Jan-Philipp Disselkamp, Fiona Kattenstroth, Malte Trienens, Rik Rasor, Arno Kühn, and Roman Dumitrescu. “Digital Factory Twin: A Practioner-Driven Approach for Integrated Planning of the Enterprise Architecture.” Procedia CIRP 128 (2024): 603–8. https://doi.org/10.1016/j.procir.2024.03.038.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58409
Kattenstroth, Fiona, Jan-Philipp Disselkamp, Jonas Lick, and Roman Dumitrescu. “Challenges in the Implementation of Simulation Models for the Digital Factory Twin - a Systematic Literature Review.” Procedia CIRP 128 (2024): 442–47. https://doi.org/10.1016/j.procir.2024.07.052.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58408
Beibl, Julia, Jan-Philipp Disselkamp, Roman Dumitrescu, and Dieter Krause. “Product and Production Design - Rethinking Views on Flexibility.” Procedia CIRP 128 (2024): 204–9. https://doi.org/10.1016/j.procir.2024.03.010.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58413
Haarmann, Lennard, Johannes J. Jobelius, Fabian Machon, Martin Rabe, Arno Kühn, and Roman Dumitrescu. “Venture Clienting in Corporate Practice: What Type of Established Companies Are Using the Venture Client Model?” European Conference on Innovation and Entrepreneurship 19, no. 1 (2024): 225–35. https://doi.org/10.34190/ecie.19.1.2634.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58411
Disselkamp, Jan-Philipp, Tobias Seidenberg, Jonas Lick, Lukas Ptock, Aschot Hovemann, and Roman Dumitrescu. “Engineering Genetics - Towards the Double Helix Model for Integrative Product and Production Design.” In Proceedings of NordDesign 2024, edited by J. Malmqvist, M. Candi, R. J. Saemundsson, and O. Isaksson, 236–45, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58412
Wilke, Daria, Christian Bremer, Jan-Philipp Disselkamp, and Roman Dumitrescu. “Model-Based Handling of Variability in Offer Management in Mechanical and Plant Engineering.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.35.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58415
Lick, Jonas, Julian Weller, Jonathan Brock, Shantanu Pathak, Jan-Philipp Disselkamp, Arno Kühn, and Roman Dumitrescu. “Guiding The Transformation To A Digital Factory Twin: Towards An Enterprise-Architecture-Management-Based Approach With The Help Of A Capability Map.” Procedia CIRP 130 (2024): 736–42. https://doi.org/10.1016/j.procir.2024.10.157.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58417
Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “Spearhead Data-Driven Model-Based Systems Engineering: Interview Study on Definition, Preconditions, Challenges, Potentials, and Use Cases.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.58.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58418
Tissen, Denis, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “A Maturity Model for Data-Driven Model-Based Systems Engineering for Producing Companies.” In Proceedings of the 26th International DSM Conference (DSM 2024), Stuttgart, Germany. The Design Society, 2024. https://doi.org/10.35199/dsm2024.13.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58416
Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu. “Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.66.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58414
Haarmann, Lennard, Fabian Machon, Martin Rabe, Laban Asmar, Arno Kuhn, and Roman Dumitrescu. “The Venture Client Model and Its Challenges for Established Companies.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.46.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58419
Von Heissen, Oliver, Fabian Hanke, Isaac Mpidi Bita, Aschot Hovemann, and Roman Dumitrescu. “Toward Intelligent Generation of System Architectures.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.54.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58425
Weller, Julian, Nico Migenda, Yash Naik, Tim Heuwinkel, Arno Kühn, Martin Kohlhase, Wolfram Schenck, and Roman Dumitrescu. “Reference Architecture for the Integration of Prescriptive Analytics Use Cases in Smart Factories.” Mathematics 12, no. 17 (2024). https://doi.org/10.3390/math12172663.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58421
Enzberg, Sebastian von, Julian Weller, Jonathan Brock, Silke Merkelbach, Melina Panzner, Jonas Lick, Arno Kühn, and Roman Dumitrescu. “On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions.” Procedia CIRP 130 (2024): 1454–61. https://doi.org/10.1016/j.procir.2024.10.266.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58422
Weller, Julian, Nico Migenda, Sebastian von Enzberg, Martin Kohlhase, Wolfram Schenck, and Roman Dumitrescu. “Design Decisions for Integrating Prescriptive Analytics Use Cases into Smart Factories.” Procedia CIRP 128 (2024): 424–29. https://doi.org/10.1016/j.procir.2024.03.022.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58420
Hartmann, Stefan, Jonathan Brock, Arno Kühn, and Roman Dumitrescu. “Applying Artificial Intelligence in the Smart Factory: Lessons Learned from Real-World Use Cases.” Procedia CIRP 130 (2024): 100–105. https://doi.org/10.1016/j.procir.2024.10.062.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58423
Weller, Julian, Nico Migenda, Arno Kühn, and Roman Dumitrescu. “Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories.” LibreCat University, 2024. https://doi.org/10.15488/17721.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58435
Wilke, Daria, Johanna Mansheim, and Roman Dumitrescu. “Challenges and Research Needs in the Offer Phase of Special Purpose Machinery and Plant Engineering – A Qualitative Study with Industry Experts.” IEEE Engineering Management Review, 2024, 1–14. https://doi.org/10.1109/emr.2024.3503994.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58432
Merkelbach, Silke, Tim Heuwinkel, and Roman Dumitrescu. “PID-Gen: Towards an Algorithm for the Generation of Random P&IDs.” In 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). IEEE, 2024. https://doi.org/10.1109/etfa61755.2024.10710643.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58436
Humpert, Lynn, Daria Wilke, Denis Tissen, Johannes Rummney, Harald Anacker, and Roman Dumitrescu. “Investigation of Validation Methods for System Design in the B2B Sector.” In 2024 IEEE International Systems Conference (SysCon). IEEE, 2024. https://doi.org/10.1109/syscon61195.2024.10553571.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58434
Wilke, Daria, Lynn Humpert, Pragita Suwal, and Roman Dumitrescu. “Framework for the Selection of Systems Engineering Modelling Languages and Methods for Special Purpose Machinery.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.59.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58433
Hanke, Fabian, Karan Moallim, Ruslan Bernijazov, Riza Demir, Jorg Brunnhausser, Roman Dumitrescu, and Kai Lindow. “Intelligent Part Comparison in Computer Aided Design.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.16.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58445
Wyrwich, Fabian , Christian Tschirner, Tinus Bohnenkamp, Aschot Hovemann, and Roman Dumitrescu. “Anwendung und Integration des Application Lifecycle Managements im Produktlebenszyklus-Ergebnisse einer Industrie-Studie.” In Tag des Systems Engineering 2024, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 56168
Tissen, Denis, Ingrid Wiederkehr, Ruslan Bernijazov, Christian Koldewey, and Roman Dumitrescu. “Portals across Domains: A Data Analysis Task and Documentation Canvas for Data-Driven Model-Based Systems Engineering,” 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58443
Wilke, Daria , Eva-Maria Grote, Anja Schierbaum, and Roman Dumitrescu. “Messbare Erfolgskriterien von Systems Engineering.” In Tag des Systems Engineering 2024, 2024.
LibreCat
2024 | Book Chapter | LibreCat-ID: 58449
Wiederkehr, Ingrid, Denis Tissen, Christian Koldewey, and Roman Dumitrescu. “Sustinnovate or Perish: Principles for Sustainable Innovation FULL ACCESS Chapter Sustinnovate or Perish.” In System Innovation for an Artificial Intelligence Era. CRC Press, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 58467
Latos, Benedikt, Armin Buckhorst, Peyman Kalantar, Dominik Bentler, Stefan Gabriel, Roman Dumitrescu, Michael Minge, Barbara Steinmann, and Nadine Guhr. “Time Autonomy in Personnel Planning: Requirements and Solution Approaches in the Context of Intelligent Scheduling from a Holistic Organizational Perspective Zeitautonomie in Der Personaleinsatzplanung: Anforderungen Und Lösungsansätze Im Rahmen Einer Intelligenten Planung Aus Ganzheitlicher Organisationaler Perspektive.” Zeitschrift Für Arbeitswissenschaft 78, no. 3 (2024): 277–98. https://doi.org/10.1007/s41449-024-00432-7.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58468
Kaiser, Lydia, Daria Wilke, Felix Förster, Ingmarie Köhler, and Roman Dumitrescu. “Evolving Roles in Systems Engineering —‐ Insights from Germany’s Mechanical and Plant Engineering Sector.” INCOSE International Symposium 34, no. 1 (2024): 1413–28. https://doi.org/10.1002/iis2.13216.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58466
Carayannis, Elias G., Roman Dumitrescu, Tommy Falkowski, and Nikos-Rigert Zota. “Empowering SMEs ‘Harnessing the Potential of Gen AI for Resilience and Competitiveness.’” IEEE Transactions on Engineering Management 71 (2024): 14754–74. https://doi.org/10.1109/tem.2024.3456820.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58474
Panzner, Melina, Sebastian von Enzberg, and Roman Dumitrescu. “Developing a Data Analytics Toolbox for Data-Driven Product Planning: A Review and Survey Methodology.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing 38 (2024). https://doi.org/10.1017/s0890060424000209.
LibreCat
| DOI
2024 | Journal Article | LibreCat-ID: 58475
Schlegel, Michael, Markus Just, Felix Pfaff, Ingrid Wiederkehr, Christian Koldewey, Christoph Kempf, Roman Dumitrescu, and Albert Albers. “Future Robust Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios.” Procedia CIRP 128 (2024): 555–60. https://doi.org/10.1016/j.procir.2024.03.036.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58469
Schreiner, Nick, FM de Oliveira, Malte Trienens, Christian Kürpick, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Corporate Emission Profiles: Analyzing the 160 Largest German Companies.” In Proceedings R&D Management Conference. LibreCat University, 2024. https://doi.org/10.24406/PUBLICA-3609.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58470
Schlegel, Michael, Moritz Müller, Christoph Kempf, Albert Albers, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “How to Derive Innovation Potentials Advancing the Product Portfolio?” In The International Society for Professional Innovation Management (ISPIM), 1–18, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58471
Wilke, Daria, Lynn Humpert, Tobias Seidenberg, Leon Menne, Carolin Grewe, and Roman Dumitrescu. “MBSE as an Enabler for Collaborative Offer Management for Individual Production Systems.” In 2024 IEEE International Systems Conference (SysCon). IEEE, 2024. https://doi.org/10.1109/syscon61195.2024.10553428.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58479
Kulkarni, Pranav Jayant, Denis Tissen, Ruslan Bernijazov, and Roman Dumitrescu. “Towards Automated Design: Automatically Generating Modeling Elements with Prompt Engineering and Generative Artificial Intelligence.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.66.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58480
Schlegel, Michael, Emily Pommerer, Christoph Kempf, Ingrid Wiederkehr, Christian Koldewey, Roman Dumitrescu, and Albert Albers. “Developing a Process Model for Future-Robust Advancement of Product Portfolios.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.49.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58477
Hermelingmeier, Dominik, Florian Pape, Laura Bunselmeyer, Stefan Pfeifer, and Roman Dumitrescu. “Methods and Approaches for Evaluating the Repairability of Mechatronic Systems: A Systematic Literature Review.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.77.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58476
Wilke, Daria, Lynn Humpert, Pragita Suwal, and Roman Dumitrescu. “Framework for the Selection of Systems Engineering Modelling Languages and Methods for Special Purpose Machinery.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.59.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58478
Scholtysik, Michel, Anja Rasor, Christian Koldewey, and Roman Dumitrescu. “A Product Lifecycle Model for the Digitally Enabled Circular Economy.” In Proceedings of NordDesign 2024. The Design Society, 2024. https://doi.org/10.35199/norddesign2024.31.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58482
Weller, Julian , Nico Migenda, Arno Kühn, and Roman Dumitrescu. “Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories.” In Proceedings CPSL 2024. LibreCat University, 2024. https://doi.org/10.15488/17721.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58481
Scholtysik, Michel, Anja Rasor, Christian Koldewey, and Roman Dumitrescu. “Business Model Patterns for the Circular Economy.” In ISPIM Conference Proceedings, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58483
Grigoryan, Khoren, Timm Fichtler, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “63 Use Cases for Analyzing Data in Product Management of Manufacturing Companies.” In AMCIS 2024 Proceedings, Vol. 7, 2024.
LibreCat
2024 | Journal Article | LibreCat-ID: 58485
Fichtler, Timm, Lisa Irene Petzke, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu. “A Method for Identifying Use Cases in Data-Driven Product Management.” Procedia CIRP 122 (2024): 539–44. https://doi.org/10.1016/j.procir.2024.01.079.
LibreCat
| DOI
2024 | Conference Paper | LibreCat-ID: 58484
Fichtler, Timm, Khoren Grigoryan, Lisa Irene Petzke, Christian Koldewey, and Roman Dumitrescu. “Application Areas and Challenges of Data-Driven Product Management.” In ACIS 2024 Proceedings, Vol. 5, 2024.
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2024 | Conference Paper | LibreCat-ID: 57109
Grote, Eva-Maria, Daria Wilke, Christian Koldewey, and Roman Dumitrescu. “Roleplaying Made Easy – A Meta-Model for Roles in Systems Engineering.” In 2024 IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2024. https://doi.org/10.1109/isse63315.2024.10741132.
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| Download (ext.)
2024 | Conference Paper | LibreCat-ID: 57110
Koldewey, Christian, Martin Ebel, Johannes Winter, and Roman Dumitrescu. “Data-Driven Services and Servitization in Manufacturing: Innovation, Engineering, Transformation, and Management.” In Proceedings of the 57th Hawaii International Conference on System Sciences, 2024.
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2023 | Journal Article | LibreCat-ID: 47800
Wilke, Daria, Robin Grothe, Lukas Bretz, Harald Anacker, and Roman Dumitrescu. “Lessons Learned from the Introduction of Systems Engineering.” Systems 11, no. 3 (2023). https://doi.org/10.3390/systems11030119.
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2023 | Journal Article | LibreCat-ID: 47798
Gabriel, Stefan, Dominik Bentler, Michael Bansmann, Benedikt Andrew Latos, Arno Kühn, and Roman Dumitrescu. “Soziotechnische Gestaltung Einer Intelligenten Personaleinsatzplanung.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 118, no. 1–2 (2023): 64–68. https://doi.org/10.1515/zwf-2023-1009.
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2023 | Book Chapter | LibreCat-ID: 47797
Menzefricke, Jörn Steffen, Stefan Gabriel, Thomas Gundlach, Daniela Hobscheidt, Christian Kürpick, Felix Schnasse, Michel Scholtysik, Heiko Seif, Christian Koldewey, and Roman Dumitrescu. “Soziotechnisches Risikomanagement Als Erfolgsfaktor Für Die Digitale Transformation.” In Schwerpunkt Business Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_14.
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2023 | Conference Paper | LibreCat-ID: 47799
Bentler, Dominik, Stefan Gabriel, Benedikt A. Latos, Oliver Dietrich, Roman Dumitrescu, and Günter W. Maier. “Partizipatives Gestaltungsvorgehen Bei Der Einführung Künstlicher Intelligenz in Produzierenden Unternehmen.” In GfA-Frühjahrskongress 2023. GfA, Sankt Augustin, 2023.
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2023 | Journal Article | LibreCat-ID: 47827
Weller, Julian, Daniel Roesmann, Sönke Eggert, Sebastian von Enzberg, Iris Gräßler, and Roman Dumitrescu. “Identification and Prediction of Standard Times in Machining for Precision Steel Tubes through the Usage of Data Analytics.” Procedia CIRP 119 (2023): 514–20. https://doi.org/10.1016/j.procir.2023.01.011.
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2023 | Journal Article | LibreCat-ID: 47822
Machon, Fabian, Stefan Gabriel, Benedikt Latos, Christoph Holtkötter, Ben Lütkehoff, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Design of Individual Simulation Games in Manufacturing Companies for Game-Based Learning.” Procedia CIRP 119 (2023): 1017–22. https://doi.org/10.1016/j.procir.2023.03.145.
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2023 | Journal Article | LibreCat-ID: 47824
Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Process Mining Data Canvas: A Method to Identify Data and Process Knowledge for Data Collection and Preparation in Process Mining Projects.” Procedia CIRP 119 (2023): 602–7. https://doi.org/10.1016/j.procir.2023.03.114.
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2023 | Journal Article | LibreCat-ID: 47826
Wilke, Daria, Anja Schierbaum, Harald Anacker, and Roman Dumitrescu. “Targeted-Oriented Selection of Engineering Methods.” Procedia CIRP 119 (2023): 788–93. https://doi.org/10.1016/j.procir.2023.02.166.
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2023 | Journal Article | LibreCat-ID: 48051
Humpert, Lynn, Moritz Wäschle, Sarah Horstmeyer, Harald Anacker, Roman Dumitrescu, and Albert Albers. “Stakeholder-Oriented Elaboration of Artificial Intelligence Use Cases Using the Example of Special-Purpose Engineering.” Procedia CIRP 119 (2023): 693–98. https://doi.org/10.1016/j.procir.2023.02.160.
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2023 | Conference Paper | LibreCat-ID: 48669
Koldewey, Christian, Rabe Martin, Roman Dumitrescu, and Johannes Winter. “Introduction to the Minitrack on Data-Driven Services in Manufacturing: Innovation, Engineering, Transformation, and Management.” In Proceedings of the 56th Hawaii International Conference on System Sciences, 2023.
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2023 | Book (Editor) | LibreCat-ID: 48666
Dumitrescu, Roman, and Christian Koldewey, eds. Datengestützte Produktplanung. Vol. 408. Verlagsschriftenreihe des Heinz Nixdorf Instituts. Paderborn: Heinz Nixdorf Institut, 2023. https://doi.org/10.17619/UNIPB/1-1667.
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2023 | Conference Paper | LibreCat-ID: 49319
Tissen, Denis, Christian Tschirner, Christian Koldewey, and Roman Dumitrescu. “Nachhaltigkeit durch Daten im MBSE: Einblick in die Entwicklung eines Modell-Empfehlungssystems.” In Tag des Systems Engineering, edited by Walter Hoch, Daria Wilke, Stefan Dreiseitel, and Rüdiger Kaffenberger. Bremen: Gesellschaft für Systems Engineering e. V., 2023.
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2023 | Journal Article | LibreCat-ID: 47804
Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Harald Anacker, Roman Dumitrescu, and Apostolos Papanikolaou. “Platform Approach for Modularising Battery Electric Fast Ferries.” Proceedings of the Design Society 3 (2023): 2905–14. https://doi.org/10.1017/pds.2023.291.
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2023 | Journal Article | LibreCat-ID: 47803
Cieply, Jonas, Jan-Philipp Disselkamp, Florian Dyck, Waddah Alturk, Arno Kühn, and Roman Dumitrescu. “A Systematic Literature Review on the Digital Twin of the Factory in the Context of the Product and Factory Lifecycle.” Procedia CIRP 119 (2023): 834–40. https://doi.org/10.1016/j.procir.2023.02.168.
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2023 | Journal Article | LibreCat-ID: 47801
Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Daniel Grobbel, Roman Dumitrescu, and Apostolos Papanikolaou. “Development of a Modular Architecture for Complex Mechatronic Systems.” Procedia CIRP 119 (2023): 1158–63. https://doi.org/10.1016/j.procir.2023.02.186.
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2023 | Journal Article | LibreCat-ID: 47802
Disselkamp, Jan-Philipp, Jonas Cieply, Florian Dyck, Robin Grothe, Harald Anacker, and Roman Dumitrescu. “Integrated Product and Production Development - a Systematic Literature Review.” Procedia CIRP 119 (2023): 716–21. https://doi.org/10.1016/j.procir.2023.06.198.
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2023 | Conference Paper | LibreCat-ID: 47805
Wilke, Daria, Lynn Humpert, Johanna Mansheim, Harald Anacker, and Roman Dumitrescu. “Systems Engineering Potentials and Use Cases for the Offer Phase in Special Purpose Machinery.” In DS 125: Proceedings of the 34th Symposium Design for X (DFX2023). The Design Society, 2023. https://doi.org/10.35199/dfx2023.23.
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2023 | Journal Article | LibreCat-ID: 47809
Haarmann, Lennard, Fabian Machon, Martin Rabe, Laban Asmar, and Roman Dumitrescu. “Venture Client Model: A Systematic Literature Review.” European Conference on Innovation and Entrepreneurship 18, no. 1 (2023): 345–55. https://doi.org/10.34190/ecie.18.1.1790.
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2023 | Conference Paper | LibreCat-ID: 47815
Kürpick, Christian, Arno Kühn, Luca Olszewski, and Roman Dumitrescu. “Framework for Dual Transformation: A Systematic Literature Review on the Interplays between Digitalization and Sustainability.” In 2023 IEEE Conference on Technologies for Sustainability (SusTech). IEEE, 2023. https://doi.org/10.1109/sustech57309.2023.10129630.
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2023 | Conference Paper | LibreCat-ID: 47807
Ellermann, Kai, Laban Asmar, and Roman Dumitrescu. “A Technology Foresight Maturity Model.” In ISPIM Conference Proceedings, 2023.
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2023 | Conference Paper | LibreCat-ID: 47829
Brock, Jonathan, Bernd Löhr, Katharina Brennig, Thilo Seger, Christian Bartelheimer, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “A Process Mining Maturity Model: Enabling Organizations to Assess and Improve Their Process Mining Activities.” In ECIS 2023 Proceedings at AIS Electronic Library (AISeL)., 256, 2023.
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2023 | Journal Article | LibreCat-ID: 47817
Dyck, Florian, Harald Anacker, and Roman Dumitrescu. “Virtual Assembly for Engineering – A Systematic Literature Review.” Procedia CIRP 118 (2023): 912–17. https://doi.org/10.1016/j.procir.2023.06.157.
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2023 | Conference Paper | LibreCat-ID: 48422
Humpert, Lynn, Amelie Tihlarik, Moritz Wäschle, Harald Anacker, Roman Dumitrescu, Albert Albers, Silke Röbenack, and Sabine Pfeifer. “Investigating the Potential of Artificial Intelligence for the Employee from the Perspective of AI-Experts.” In IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), 2023.
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2023 | Conference Paper | LibreCat-ID: 48421
Humpert, Lynn, Kristin Zagatta, Harald Anacker, and Roman Dumitrescu. “Identification of Fields of Action for Validation in Systems Engineering.” In IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), 2023.
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2023 | Conference Paper | LibreCat-ID: 48427
Gabriel, Stefan, Arno Kühn, and Roman Dumitrescu. “Strategic Planning of the Collaboration between Humans and Artificial Intelligence in Production.” In Procedia CIRP, 2023.
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2023 | Conference Paper | LibreCat-ID: 48425
Mundt, Enrik, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Principles for the Effective Application of Systems Engineering: A Systematic Literature Review and Application Use Case,” 2023.
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2023 | Conference Paper | LibreCat-ID: 48426
Tekaat, Julian, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Integration von Design Thinking in Systems Engineering Mit Hilfe Des Systemdenkens,” 2023.
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2023 | Journal Article | LibreCat-ID: 47854
Scholtysik, Michel, Christian Koldewey, Malte Rohde, and Roman Dumitrescu. “Integrative Conceptualization of Products and Business Models for the Circular Economy: A Systematic Literature Review.” Procedia CIRP 119 (2023): 841–46. https://doi.org/10.1016/j.procir.2023.03.129.
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2023 | Conference Paper | LibreCat-ID: 49349
Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Christoph Pierenkemper, and Christian Hensen. “Einstieg in Die Kreislaufwirtschaft: Integrative Planung von Produkten Und Geschäftsmodellen,” 2023.
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2023 | Conference Paper | LibreCat-ID: 49365
Brock, Jonathan, Niclas Rempe, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach.” In 5th Conference on Production Systems and Logistics , 2023.
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2023 | Conference Paper | LibreCat-ID: 49362
Weller, Julian, Nico Migenda, Arthur Wegel, Martin Kohlhase, Wolfram Schenk, and Roman Dumitrescu. “Conceptual Framework for Prescriptive Analytics Based on Decision Theory.” In IEEE ADACIS 2023, 2023.
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2023 | Conference Paper | LibreCat-ID: 47836
Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Scenario-Based Foresight.” In Proceedings of the XXXII ISPIM Innovation Conference, 2023.
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2023 | Book Chapter | LibreCat-ID: 49368
Menzefricke, Jörn Steffen, Christian Koldewey, and Roman Dumitrescu. “Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems.” In The Digital Twin of Humans. Cham: Springer International Publishing, 2023. https://doi.org/10.1007/978-3-031-26104-6_3.
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2023 | Conference Paper | LibreCat-ID: 48601
Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “The Role of Design in Interdisciplinary Product Development – Challenges, Research Approaches and Further Research Needs.” In Proceedings of the Design Society, 3:3473–82. Cambridge University Press (CUP), 2023. https://doi.org/10.1017/pds.2023.348.
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2023 | Journal Article | LibreCat-ID: 47850
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Designing Business Models for a Circular Economy.” Proceedings of the Design Society 3 (2023): 1347–56. https://doi.org/10.1017/pds.2023.135.
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2023 | Journal Article | LibreCat-ID: 47813
Japs, Sergej, Faizan Faheem, Harald Anacker, Stephan Husung, and Roman Dumitrescu. “Model-Based Systems Engineering Using Security Design Patterns in the Context of ISO/SAE 21434.” Proceedings of the Design Society 3 (2023): 2675–84. https://doi.org/10.1017/pds.2023.268.
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2023 | Conference Paper | LibreCat-ID: 49361
Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Ansgar Wicker, Roman Dumitrescu, and Edmund Tolo. “TCO Analysis of a Modular and Integral Product Architecture in Shipbuilding,” 2023. https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332277.
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2023 | Conference Paper | LibreCat-ID: 49360
Disselkamp, Jan-Philipp, Tobias Seidenberg, Christoph Jürgenhake, Harald Anacker, and Roman Dumitrescu. “Future Production of Ships – Case Study for Modular High-Speed Ferries,” 2023. https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332382.
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2023 | Conference Paper | LibreCat-ID: 52369
Fichtler, Timm, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu. “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research.” In 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2023. https://doi.org/10.1109/ictmod59086.2023.10438135.
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2023 | Misc | LibreCat-ID: 52671
Dumitrescu, Roman, and K. Hölzle. Vorausschau Und Technologieplanung. 17. Symposium Für Vorausschau Und Technologieplanung . Vol. Band 413. HNI-Verlagsschriftreihe, 2023.
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2023 | Book Chapter | LibreCat-ID: 53553
Özcan, Leon, Marvin Drewel, Christian Koldewey, and Roman Dumitrescu. “Strategische Planung Des Einstiegs in Die Plattformökonomie.” In Digitalisierung: Fallstudien, Tools Und Erkenntnisse Für Das Digitale Zeitalter, edited by Daniel Schallmo, Klaus Lang, Thomas Werani, and Barbara Krumay. Schwerpunkt Business Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023. https://doi.org/10.1007/978-3-658-36634-6_7.
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2023 | Report | LibreCat-ID: 53554
Dumitrescu, Roman, Frank Riemensperger, Günther Schuh, Jan Biehler, Anna Frey, Christian Hocken, Christian Koldewey, et al. Acatech Maturity Index Smart Services. Acatech STUDIE, 2023.
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2023 | Conference Paper | LibreCat-ID: 49363
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Circular Product-Service-System Ideation Canvas – A Framework for the Design of Circular Product-Service-System Ideas.” Procedia CIRP , 2023.
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2023 | Book Chapter | LibreCat-ID: 47834
Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based Foresight in the Age of Digital Technologies and AI.” In New Digital Work, edited by Alexandra Shajek and Ernst A. Hartmann, 51–67, 2023.
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2023 | Journal Article | LibreCat-ID: 47835
Ködding, Patrick, Kai Ellermann, Christian Koldewey, and Roman Dumitrescu. “Scenario-Based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases.” Procedia CIRP 119 (2023): 740–45. https://doi.org/10.1016/j.procir.2023.01.015.
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2023 | Conference Paper | LibreCat-ID: 54286
Lick, Jonas, Benedict Wohlers, Philipp Sahrhage, Felix Schreckenberg, Susanne Klöckner, Sebastian Von Enzberg, Arno Kühn, and Roman Dumitrescu. “Integrating Domain Expertise and Artificial Intelligence for Effective Supply Chain Management Planning Tasks: A Collaborative Approach.” In Artificial Intelligence, Social Computing and Wearable Technologies. AHFE International, 2023. https://doi.org/10.54941/ahfe1004185.
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2023 | Conference Paper | LibreCat-ID: 54506
Lick, Jonas, Felix Schreckenberg, Philipp Sahrhage, Benedict Wohlers, Susanne Klöcker, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Integrating Domain Expertise and Artificial Intelligence for Effective Supply Chain Management Planning Tasks: A Collaborative Approach.” In Artificial Intelligence, Social Computing and Wearable Technologies, Vol. 113, edited by Waldemar Karwowsk and Tareq Ahram, 2023.
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2023 | Conference Paper | LibreCat-ID: 54503
Günther, Matthias, Denis Göllner, Jörg Heihoff-Schwede, Harald Anacker, and Roman Dumitrescu. “Engineering und Management von System of Systems–Gestaltungskonzepte im SoS-Engineering.” In Tag des Systems Engineering 2023, edited by Daria Wilke, Walter Koch, Rüdiger Kaffenberger, and Stefan Dreiseitel, 2023.
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2023 | Conference Paper | LibreCat-ID: 54505
Wilke, Daria, Rebecca Heitmann, Julian Tekaat, Harald Anacker, and Roman Dumitrescu. “Reifegradmodell zur Einführung von Systems Engineering–Systemdenken als Handlungsfeld.” In Tag des Systems Engineering 2023, edited by Daria Wilke, Walter Koch, Rüdiger Kaffenberger, and Stefan Dreiseitel, 2023.
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2023 | Conference Paper | LibreCat-ID: 54507
Mager, Thomas, and Roman Dumitrescu. “Hybrid Design Approach for the Design of High-Frequency Components in MID Technology,” 2023.
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2023 | Book Chapter | LibreCat-ID: 54547
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Modular Toolbox for Low-Code Development of Individual Augmented Reality Applications in Unity.” In Open Science in Engineering, edited by Michael Auer, Reinhard Langmann, and Thrasyvoulos Tsiatsos. Springer Nature Switzerland, 2023. https://doi.org/10.1007/978-3-031-42467-0_40.
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2023 | Journal Article | LibreCat-ID: 54567
Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey, Albert Albers, and Roman Dumitrescu. “Future-Robust Evolution of Product Portfolios: Need for Action from Theory and Practice.” Procedia CIRP 120 (2023): 792–97. https://doi.org/10.1016/j.procir.2023.09.077.
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| DOI
2023 | Journal Article | LibreCat-ID: 54565
Wiederkehr, Ingrid, Michael Schlegel, Christian Koldewey, Simon Rapp, Roman Dumitrescu, and Albert Albers. “Interacting Forces for a Resilient, Future-Robust Evolution of Product Portfolios.” Procedia CIRP 120 (2023): 816–21. https://doi.org/10.1016/j.procir.2023.09.081.
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2023 | Journal Article | LibreCat-ID: 54566
Göllner, Denis, Sophie Dzienus, Rik Rasor, Harald Anacker, and Roman Dumitrescu. “Guidelines for Providing Digital Twins.” Procedia CIRP 120 (2023): 1433–38. https://doi.org/10.1016/j.procir.2023.09.189.
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2023 | Conference Paper | LibreCat-ID: 54568
Machon, Fabian, Lennard Haarmann, Martin Rabe, Roman Dumitrescu, Marie Bierbüsse, Mareen Tack, Rebecca Hanke, and Daniel Kinder. “Mehr Innovationen durch Venture Clienting – Fallstudie zur Initiative „Stratosfare“.” In Vorausschau und Technologieplanung, edited by Roman Dumitrescu and Katharina Hölzle, Vol. 413, 2023.
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2023 | Conference Paper | LibreCat-ID: 54569
Wiederkehr, Ingrid, Christian Koldewey, Roman Dumitrescu, Michael Schlegel, and Albert Albers. “Bridging the Gap between Product Innovation and Product Planning: A Literature-Based Conceptual Investigation,” 2023.
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2023 | Conference Paper | LibreCat-ID: 54571
Schlegel, Michael, Ingrid Wiederkehr, Simon Rapp, Christian Koldewey, Albert Albers, and Roman Dumitrescu. “Ontology for Future-Robust Product Portfolio Evolution: A Basis for the Development of Models and Methods.” In Procedia CIRP, edited by Ang Liu and Sami Kara, 119:764–69. Elsevier BV, 2023. https://doi.org/10.1016/j.procir.2023.01.017.
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2023 | Conference Paper | LibreCat-ID: 54574
Weller, Julian, Nico Migenda Nico Migenda, Rui Liu Rui Liu, Arthur Wegel Arthur Wegel, Martin Kohlhase Martin Kohlhase, Wolfram Schenck Wolfram Schenck, Sebastian von Enzberg Sebastian von Enzberg, and Roman Dumitrescu. “Towards a Systematic Approach for Prescriptive Analytics Use Cases in Smart Factories,” 2023.
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2023 | Conference Paper | LibreCat-ID: 54618
Wilke, Daria , Carolin Grewe, Dhusjanth Thavathilakarjah, Harald Anacker, and Roman Dumitrescu. “Method Engineering – a Systematic Literature Review on Scopus Base,” 2023.
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2023 | Conference Paper | LibreCat-ID: 54620
Seidenberg, Tobias, Joe Ayoub, Mike Figge, Harald Anacker, and Roman Dumitrescu. “Method to Support the Selection of Localization Technologies for Industry 4.0,” 2023.
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2023 | Conference Paper | LibreCat-ID: 54621
Schreiner, Nick, Christian Kürpick, Arno Kühn, and Roman Dumitrescu. “Sustainability Data Map: Framework for Data-Based Product Carbon Footprinting of Technical Products,” 2023.
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2023 | Misc | LibreCat-ID: 54622
Gabriel, Stefan, Christian Fechtelpeter, Jessica Wulf, Salome Leßmann, and Roman Dumitrescu. Transferkonzept eines Kompetenzzentrums der Arbeitsforschung in einer von mittelständischen Unternehmen geprägten Region, 2023.
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2023 | Conference Paper | LibreCat-ID: 37553
Schrader, Elena, Ruslan Bernijazov, Marc Foullois, Michael Hillebrand, Lydia Kaiser, and Roman Dumitrescu. “Examples of AI-Based Assistance Systems in Context of Model-Based Systems Engineering.” In 2022 IEEE International Symposium on Systems Engineering (ISSE). IEEE, 2023. https://doi.org/10.1109/isse54508.2022.10005487.
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2023 | Conference Paper | LibreCat-ID: 45793
Grigoryan, Khoren, Timm Fichtler, Nick Schreiner, Martin Rabe, Melina Panzner, Arno Kühn, Roman Dumitrescu, and Christian Koldewey. “Data-Driven Product Management: A Practitioner-Driven Research Agenda.” In Procedia CIRP 33, 2023.
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2023 | Conference Paper | LibreCat-ID: 45812
Özcan, Leon, Timm Fichtler, Benjamin Kasten, Christian Koldewey, and Roman Dumitrescu. “Interview Study on Strategy Options for Platform Operation in B2B Markets,” 2023.
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2023 | Journal Article | LibreCat-ID: 47420
Kürpick, Christian, Anja Rasor, Michel Scholtysik, Arno Kühn, Christian Koldewey, and Roman Dumitrescu. “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation.” Procedia CIRP 119 (2023): 614–19. https://doi.org/10.1016/j.procir.2023.02.155.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49318
Tissen, Denis, Christian Koldewey, and Roman Dumitrescu. “A Process-Model for Tailoring Prototyping of Cyber-Physical Systems,” 2023.
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2022 | Conference Abstract | LibreCat-ID: 29149 |

Koldewey, Christian, Roman Dumitrescu, and Martin Rabe. “Introduction to the Data-Driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation.” In Proceedings of the 55th Hawaii International Conference on System Sciences, 2022.
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| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 29380
Meyer, Maurice, Ingrid Wiederkehr, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Usage Data-Driven Product Planning.” In Proceedings of the 55th Hawaii International Conference on System Sciences, 6105–14, 2022.
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2022 | Journal Article | LibreCat-ID: 27776
Koldewey, Christian, Anja Rasor, Jannik Reinhold, Jürgen Gausemeier, Roman Dumitrescu, Nadia Chohan, and Maximilian Frank. “Aligning Strategic Position, Behavior, and Structure for Smart Service Businesses in Manufacturing.” Technological Forecasting and Social Change, 2022. https://doi.org/10.1016/j.techfore.2021.121329.
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2022 | Conference Paper | LibreCat-ID: 33503
Gabriel, Stefan, Theresa Aring, Daniela Hobscheidt, Arno Kühn, and Roman Dumitrescu. “Handlungsfelder Für Die KI-Einführung in Der Arbeitswelt Produzierender Unternehmen.” In Tagungsband Des 68. Frühjahrskongress Der Gesellschaft Für Arbeitswissenschaft, edited by Gesellschaft für Arbeitswissenschaft e.V. Sankt Augustin: GfA-Press, 2022.
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2022 | Conference Paper | LibreCat-ID: 33505
Anacker, Harald, Matthias Günther, Fabian Wyrwich, and Roman Dumitrescu. “Pattern Based Engineering of System of Systems - a Systematic Literature Review.” In 17th Annual System of Systems Engineering Conference (SOSE), 178–83, 2022. https://doi.org/10.1109/SOSE55472.2022.9812697.
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| DOI
2022 | Conference Paper | LibreCat-ID: 31188
Anacker, Harald, Roman Dumitrescu, Ulf Könemann, and Daria Wilke. “Identification of Stakeholder-Specific Systems Engineering Competencies for Industry.” In Proceedings of the 16th Annual IEEE International Systems Conference, 2022.
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2022 | Conference Paper | LibreCat-ID: 33553
Pfeifer, Stefan, Didem Akgül, Silke Röbenack, Amelie Tihlarik, Bruno Albert, Harald Anacker, and Roman Dumitrescu. “Design Decisions in the Architecture Development of Advanced Systems: Towards Traceable and Sustainable Documentation and Communication.” In DS 118: Proceedings of NordDesign 2022, edited by N.H. Mortensen, C.T. Hansen, and M. Deininger. The Design Society, 2022. https://doi.org/10.35199/norddesign2022.
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2022 | Conference Paper | LibreCat-ID: 33552
Disselkamp, Jan-Philipp, Tobias Seidenberg, Harald Anacker, and Roman Dumitrescu. “Design of an Optimised Value Creation Network for Zero Emission Ferries.” In Proceedings of the IEEE, 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 33556
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Knowledge-Based Interactive Configuration Tool for Industrial Augmented Reality Systems.” In Proceedings of the 5th International Conference on Information and Computer Technologies (ICICT). IEEE, 2022. https://doi.org/10.1109/icict55905.2022.00021.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33554
Merkelbach, Silke, Sebastian von Enzberg, Arno Kuhn, and Roman Dumitrescu. “Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications.” In Proceedings of the IEEE. IEEE, 2022. https://doi.org/10.1109/icps51978.2022.9816871.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 33557
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Systematics for the Individual Assessment of Augmented Reality Potentials to Support Product Validation.” In Proceedings of NordDesign 2022. The Design Society, 2022. https://doi.org/10.35199/norddesign2022.12.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 33558
Wilke, Daria, Stefan Pfeifer, Rebecca Heitmann, Harald Anacker, Roman Dumitrescu, and Volker Franke. “Implementation of Systems Engineering: A Maturity-Based Approach.” In Proceedings of the IEEE ISSE , n.d.
LibreCat
2022 | Report | LibreCat-ID: 33702
Papenkordt, Jörg, Stefan Gabriel, Kirsten Thommes, and Roman Dumitrescu. Künstliche Intelligenz in Der Industriellen Arbeitswelt - Studie Zum Status Quo in Der Region OstWestfalenLippe. Kompetenzzentrum Arbeitswelt.Plus, 2022. https://doi.org/10.55594/tmao3234.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33701
Kharatyan, Aschot, Lynn Humpert, Harald Anacker, Roman Dumitrescu, Moritz Wäschle, Albert Albers, and Sarah Horstmeyer. “Künstliche Intelligenz Im Engineering.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 6 (2022): 427–31. https://doi.org/10.1515/zwf-2022-1074.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33705
Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Planning the Analysis of Use Phase Data in Product Planning.” Proceedings of the Design Society 2 (2022): 753–62. https://doi.org/10.1017/pds.2022.77.
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| DOI
2022 | Conference Paper | LibreCat-ID: 33708
Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “How Can Data Analytics Results Be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning.” In AMCIS 2022 Proceedings. Minneapolis, 2022.
LibreCat
2022 | Journal Article | LibreCat-ID: 33707
Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” Procedia CIRP 107 (2022): 1053–58. https://doi.org/10.1016/j.procir.2022.05.107.
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| DOI
2022 | Newspaper Article | LibreCat-ID: 33709
Wiecher, Carsten , Constantin Mandel, Matthias Günther, Jannik Fischbach, Joel Greenyer, Matthias Greinert, Carsten Wolff, Roman Dumitrescu, Daniel Mendez, and Albert Albers. “Model-Based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems.” ArXiv Preprint, 2022.
LibreCat
2022 | Journal Article | LibreCat-ID: 33714
Joppen, Robert, Arno Kühn, Magdalena Förster, and Roman Dumitrescu. “Evaluation of Industry 4.0 Applications in Production.” Journal of the Knowledge Economy, 2022. https://doi.org/10.1007/s13132-022-00959-2.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33713
Japs, Sergej, Sebastian Schmidt, Frank Kargl, Lydia Kaiser, Aschot Kharatyan, and Roman Dumitrescu. “Collaborative Modeling of Use Case & Damage Scenarios in Online Workshops Using a 3D Environment.” Proceedings of the Design Society 2 (2022): 1599–1608. https://doi.org/10.1017/pds.2022.162.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33715
Japs, Sergej, Frank Kargl, Harald Anacker, and Roman Dumitrescu. “Why Make It Hard? - Usage of Aggregated Statistical Data for Risk Assessment of Damage Scenarios in the Context of ISO/SAE 21434.” Procedia CIRP 109 (2022): 293–98. https://doi.org/10.1016/j.procir.2022.05.252.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 33712
Mager, Thomas, Christoph Jürgenhake, and Roman Dumitrescu. “Efficient Method for Determining Substrate Parameters of Additive Manufactured Spatial Circuit Carriers.” In 2022 14th German Microwave Conference (GeMiC), 224–27. IEEE, 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 33711
Gollner, Denis, Tobias Klausmann, Rik Rasor, and Roman Dumitrescu. “Use Case Driven Digital Twin Generation.” In 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE, 2022. https://doi.org/10.1109/icps51978.2022.9816907.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33718
Gabriel, Stefan, Dominik Bentler, Eva-Maria Grote, Caroline Junker, David Meyer zu Wendischhoff, Michael Bansmann, Benedikt Latos, Daniela Hobscheidt, Arno Kühn, and Roman Dumitrescu. “Requirements Analysis for an Intelligent Workforce Planning System: A Socio-Technical Approach to Design AI-Based Systems.” Procedia CIRP 109 (2022): 431–36. https://doi.org/10.1016/j.procir.2022.05.274.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33716
Förster, Magdalena, Christian Kürpick, Daniela Hobscheidt, Arno Kühn, and Roman Dumitrescu. “Cross-Industry Methods for Strategic Planning of the Digital Transformation of Small and Medium Sized Enterprises.” Procedia CIRP 109 (2022): 322–27. https://doi.org/10.1016/j.procir.2022.05.257.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33717
Kharatyan, Aschot, Matthias Günther, Harald Anacker, Sergej Japs, and Roman Dumitrescu. “Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering.” Procedia CIRP 109 (2022): 586–91. https://doi.org/10.1016/j.procir.2022.05.299.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33719
Humpert, Lynn, Benjamin Röhm, Harald Anacker, Roman Dumitrescu, and Reiner Anderl. “Method for Direct End Customer Integration into the Agile Product Development.” Procedia CIRP 109 (2022): 215–20. https://doi.org/10.1016/j.procir.2022.05.239.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33810 |

Koldewey, Christian, Daniela Hobscheidt, Christoph Pierenkemper, Arno Kühn, and Roman Dumitrescu. “Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals.” Sci 39, no. 4 (2022). https://doi.org/10.3390/sci4040039.
LibreCat
| DOI
| Download (ext.)
2022 | Journal Article | LibreCat-ID: 33720
Göllner, Denis, Rik Rasor, Harald Anacker, and Roman Dumitrescu. “Collaborative Modeling of Interoperable Digital Twins in a SoS Context.” Procedia CIRP 107 (2022): 1089–94. https://doi.org/10.1016/j.procir.2022.05.113.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 30193
Meyer, Maurice, Timm Fichtler, Christian Koldewey, and Roman Dumitrescu. “Potentials and Challenges of Analyzing Use Phase Data in Product Planning of Manufacturing Companies.” Artificial Intelligence for Engineering Design, Analysis and Manufacturing 36 (2022). https://doi.org/10.1017/s0890060421000408.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33710
Anacker, Harald, Roman Dumitrescu, Nico Michels, and Rik Rasor. “EngOps – Ein Leitbild Für Das Agile Zusammenwirken von Engineering Und Operations.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 6 (2022): 405–9. https://doi.org/10.1515/zwf-2022-1069.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33956
Reinhold, Jannik, Michael Siewert, Michel Scholtysik, Anja Rasor, Christian Koldewey, and Roman Dumitrescu. “Software-Gestützte Planung Der Smart-Service-Transformation.” Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 5 (2022): 312–16. https://doi.org/10.1515/zwf-2022-1048.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 33706
Panzner, Melina, Maurice Meyer, Sebastian von Enzberg, and Roman Dumitrescu. “Business-to-Analytics Canvas - Translation of Product Planning-Related Business Use Cases into Concrete Data Analytics Tasks.” In Procedia CIRP, 109:580–85. Elsevier BV, 2022. https://doi.org/10.1016/j.procir.2022.05.298.
LibreCat
| DOI
2022 | Journal Article | LibreCat-ID: 33955
Reinhold, Jannik, Christian Koldewey, and Roman Dumitrescu. “Value Creation Framework and Roles for Smart Services.” Procedia CIRP 109 (2022): 413–18. https://doi.org/10.1016/j.procir.2022.05.271.
LibreCat
| DOI
2022 | Book Chapter | LibreCat-ID: 49350
Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Nutzung von Process Mining in RPA-Projekten.” In Praxishandbuch Robotic Process Automation (RPA). Wiesbaden: Springer Fachmedien Wiesbaden, 2022. https://doi.org/10.1007/978-3-658-38379-4_5.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 33983
Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Adapting the Product Design to the Circular Economy Using R-Principles,” 2022.
LibreCat
| Files available
2022 | Book | LibreCat-ID: 52670
Dumitrescu, Roman, and Christian Koldewey. Datengestützte Projektplanung. Vol. Band 408. HNI-Verlagsschriftreihe, 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 47831
Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien.” In Digitalisierung Souverän Gestalten II, edited by Ernst A. Hartmann, 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 37554
Asmar, Laban, Khoren Grigoryan, Arno Kuhn, and Roman Dumitrescu. “Survey on Methods for Early Prototyping and Validation of Technical Product Ideas.” In 2022 IEEE 20th International Conference on Industrial Informatics (INDIN). IEEE, 2022. https://doi.org/10.1109/indin51773.2022.9976130.
LibreCat
| DOI
2022 | Conference Paper | LibreCat-ID: 37550
Kaiser, Lydia, Elena Schräder, Ruslan Bernijazov, Marc Foullois, and Roman Dumitrescu. “Ein Ansatz Zur Strukturierung von KI-Assistenzen Im Model-Based Systems Engineering.” In Tag Des Systems Engineering, edited by Walter Koch, Daria Wilke, Stefan Dreiseitel, Rüdiger Kaffenberger, and Gesellschaft für Systems Engineering e.V. Bremen, 2022.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26050
Ködding, Patrick, and Roman Dumitrescu. “Szenario-Technik Mit Digitalen Technologien (in Druck).” In Digitalisierung Souverän Gestalten, edited by Ernst A. Hartmann. Berlin, Heidelberg: Springer Vieweg, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26401
Förster, Magdalena, Martin Rabe, Arno Kühn, and Roman Dumitrescu. “Practical Approach for the Development of Digital Guidelines for Smart Cities.” In Proceedings of the IEEE E-TEMS 2021, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26402
Tekaat, Julian, Harald Anacker, and Roman Dumitrescu. “The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review.” In Proceedings of the 7th IEEE International Symposium on Systems Engineering, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26403
Wilke, Daria, Anja Schierbaum, Lydia Kaiser, and Roman Dumitrescu. “Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering.” In Proceedings of the International Conference on Engineering Design, ICED 2021, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26404
Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Augmented Reality-Based Product Validation to Support Collaborative Engineering of Complex Technical Systems.” In Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0, edited by Michael E. Auer, Kalyan Ram Bhimavaram, and Xiao-Guang Yue, 298:451–63. Springer International Publishing, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26492
Gabriel, Stefan, Tobias Grauthoff, Robert Joppen, Arno Kühn, and Roman Dumitrescu. “Analyzing Socio-Technical Risks in Implementation of Industry 4.0-Use Cases.” In Procedia CIRP, 100:241–46, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26823
Kharatyan, Aschot, Christoph Jürgenhake, and Roman Dumitrescu. “Towards Generative Design in the Development of Mechatronic Integrated Devices (MID).” In Procedia CIRP, Vol. 100:373–78, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26830
Mager, Thomas, Christoph Jürgenhake, and Roman Dumitrescu. “Approach for a Modular Design Methodology for an Efficient Development of 3D MID Components.” In 14th International Congress Molded Interconnect Devices (MID), 1–9, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26833
Hemmelgarn, Florian, Patrick Ehlert, Thomas Mager, Christoph Jürgenhake, and Roman Dumitrescu. “Evaluation of Different Additive Manufacturing Technologies for MIDs in the Context of Smart Sensor Systems for Retrofit Applications.” In 14th International Congress Molded Interconnect Devices (MID), 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26839
Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Socio-Technical Risk Management in the Age of Digital Transformation – Identification and Analysis of Existing Approaches.” In Procedia CIRP, 100:708–13, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26843
Schnasse, Felix, Jörn Steffen Menzefricke, and Roman Dumitrescu. “Identification of Socio-Technical Risks and Their Correlations in the Context of Digital Transformation for the Manufacturing Sector.” In Proceedings of the IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA), 159–66, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26850
Japs, Sergej, Harald Anacker, and Roman Dumitrescu. “SAVE: Security & Safety by Model-Based Systems Engineering on the Example of Automotive Industry.” In Procedia CIRP, 187–92, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26851
Dumitrescu, Roman, Harald Anacker, Eva-Maria Grote, Rik Rasor, Julian Tekaat, Maurice Meyer, Jürgen Gausemeier, and Steffen Steglich. “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26852
Kharatyan, Aschot, Julian Tekaat, Sergej Japs, Harald Anacker, and Roman Dumitrescu. “Metamodel for Safety and Security Integrated System Architecture Modeling.” In Proceedings of the Design Society, Vol. 1:2027–36, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 26855
Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW.” Proceedings of the Design Society, 2021, 3289–98. https://doi.org/10.1017/pds.2021.590.
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| DOI
2021 | Conference Paper | LibreCat-ID: 26857
Meyer, Maurice, Jan-Philipp Hemkentokrax, Christian Koldewey, Roman Dumitrescu, Peter M. Tröster, Michael Schlegel, Christopher L. Kling, Simon Rapp, and Albert Albers. “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 26858
Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “Towards Identifying Data Analytics Use Cases in Product Planning.” Procedia CIRP 104 (2021): 1179–84.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26864
Hemkentokrax, Jan-Philipp, Daniel Eckelt, Lennard Haarmann, Christian Koldewey, and Roman Dumitrescu. “Die Kraft von Startup-Partnerschaften für das Innovationssystem eines Automobilzulieferers.” In Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26903
Wegel, Arthur, Philipp Sahrhage, Fabio Worthmann, Martin Rabe, and Roman Dumitrescu. “Referenzarchitektur für Smart Services.” In Stuttgarter Symposium für Produktentwicklung SSP 2021, edited by Hansgeorg Binz, Bernd Bertsche, Dieter Spath, and Daniel Roth, 12. Fraunhofer-Institut für Arbeitswirtschaft und Organisation IAO, Stuttgart, 2021. http://dx.doi.org/10.18419/opus-11478.
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| DOI
2021 | Conference Paper | LibreCat-ID: 26905
Reinhold, Jannik, Christian Koldewey, Roman Dumitrescu, and Gerhard Rausch. “Smart Service-Transformation - Den Wandel Der Wertschöpfung Erfolgreich Gestalten.” In Vorausschau Und Technologieplanung - 16. Symposium Vorausschau Und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, and Roman Dumitrescu, Vol. 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 26908
Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey, and Roman Dumitrescu. “Identifying Value Creation Patterns for Smart Services.” Procedia CIRP, 2021.
LibreCat
2021 | Book | LibreCat-ID: 26984
Dumitrescu, Roman, Leon Özcan, Patrick Ködding, Marc Foullois, and Ruslan Bernijazov. Künstliche Intelligenz in der Produktentstehung. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 26990
Scholtysik, Michel, Jannik Reinhold, Christian Koldewey, and Roman Dumitrescu. “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS.” Proceedings of the Design Society 1 (2021): 2871–80. https://doi.org/10.1017/pds.2021.548.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 26998
Reinhold, Jannik, Patrick Ködding, Michel Scholtysik, Christian Koldewey, and Roman Dumitrescu. “Smart Service-Transformation mit Geschäftsmodellmustern.” Zeitschrift für wirtschaftlichen Fabrikbetrieb, 2021, 337–41. https://doi.org/10.1515/zwf-2021-0069.
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| DOI
2021 | Conference Paper | LibreCat-ID: 27055
Lagemann, Benjamin, Tobias Seidenberg, Christoph Jürgenhake, Stein Ove Erikstad, and Roman Dumitrescu. “System Alternatives for Modular, Zero-Emission High-Speed Ferries.” In SNAME International Conference on Fast Sea Transportation, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27056
Japs, Sergej, Harald Anacker, Lydia Kaiser, Jörg Holtmann, Roman Dumitrescu, and Frank Kargl. “D-REQs: Determination of Security & Safety Requirements in Workshops Based on the Use of Model-Based Systems Engineering.” In Proceedings of the IEEE, 1:412–14, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 27057
Mohammad, Ubaidullah, Cheng Low, Ramhuzaini Abd Rahman, Muhammad Akmal Johar, Ching Theng Koh, Roman Dumitrescu, Martin Rabe, Laban Asmar, and Susana Kamaruddin. “Smart Factory Reference Model for Training on Industry 4.0.” Journal of Mechanical Engineering (JMechE) 16, no. 2 (2021): 129–44. https://doi.org/10.21491/jmeche.v16i2.15331.
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| DOI
2021 | Journal Article | LibreCat-ID: 27081
Yee, Jingye , Cheng Yee Low, Natiara Mohamad Hashim, Fazah Akhtar Hanapiah, Wei Shien Soh, Noor Ayuni Che Zakaria, Mohammed Najeh Nemah, et al. “Data-Driven Model for Upper Limb Spasticity Detection.” International Journal of Integrated Engineering 13, no. 4 (2021): 180–88. http://orcid.org/0000-0002-5355-7908.
LibreCat
| DOI
2021 | Newspaper Article | LibreCat-ID: 27082
Wiecher, Carsten, Carsten Wolff, Harald Anacker, and Roman Dumitrescu. “Selecting Features for the Next Release in a System of Systems Context.” ArXiv Preprint, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27085
Hobscheidt, Daniela, Arno Kühn, and Roman Dumitrescu. “Derivation of Socio-Technical Solution Patterns for Industry 4.0 Problem Classes.” In Procedia CIRP, 100:301–6. Elsevier, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27086
Niewöhner, Nadine, Nadja Lang, Laban Asmar, Daniel Röltgen, Arno Kühn, and Roman Dumitrescu. “Towards an Ambidextrous Innovation Management Maturity Model.” In Procedia CIRP, 100:289–94. Elsevier, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27087
Gabriel, Stefan, Nadine Niewöhner, Laban Asmar, Arno Kühn, and Roman Dumitrescu. “Integration of Agile Practices in the Product Development Process of Intelligent Technical Systems.” In Procedia CIRP, 100:427–32. Elsevier, 2021.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27089
Koldewey, Christian, Jürgen Gausemeier, Roman Dumitrescu, Hans Heinrich Evers, Maximilian Frank, and Jannik Reinhold. “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization.” In Digitalization, edited by Daniel R. Schallmo and Joseph Tidd, 205–37. Springer, 2021.
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2021 | Conference Paper | LibreCat-ID: 27093
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, 99:21–26. Elsevier, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27094
Wiecher, Carsten, Joel Greenyer, Carsten Wolff, Harald Anacker, and Roman Dumitrescu. “Iterative and Scenario-Based Requirements Specification in a System of Systems Context.” In Requirements Engineering: Foundation for Software Quality, REFSQ 2021, edited by Fabiano Dalpiaz and Paola Spoletini. Cham, Switzerland: Springer Nature Switzerland AG, 2021.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27139
Foullois, Marc, Anna-Lena Kato-Beiderwieden, Lisa Mlekus, Günter W. Maier, Sascha Jenderny, Carsten Röcker, Oliver Dietz, et al. “Arbeit 4.0 in der Produktentstehung mit IviPep.” In Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, edited by Wilhelm Bauer, Susanne Mütze-Niewöhner, Sascha Stowasser, Claus Zanker, and Nadine Müller, 239–55. Springer Vieweg, Berlin, Heidelberg, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27140
Drewel, Marvin, Leon Özcan, Jürgen Gausemeier, and Roman Dumitrescu. “Platform Patterns - Using Proven Principles to Develop Digital Platforms.” In Journal of the Knowledge Economy, edited by Elias G. Carayannis, Volume 12:519–43. Springer, 2021. https://doi.org/10.1007/s13132-021-00772-3.
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2021 | Conference Paper | LibreCat-ID: 27141
Rasor, Rik, Denis Göllner, Ruslan Bernijazov, Lydia Kaiser, and Roman Dumitrescu. “Towards Collaborative Life Cycle Specification of Digital Twins in Manufacturing Value Chains.” In Procedia CIRP, 98:229–34. Elsevier, 2021.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27504
Spath, Dieter, Jürgen Gausemeier, Roman Dumitrescu, Johannes Winter, Steffen Steglich, and Marvin Drewel. “Digitalisation of Society.” In Handbook of Engineering Systems Design, edited by Anja Maier, Josef Oehmen, and Pieter E. Vermaas, 2–27. Springer, Cham, 2021.
LibreCat
2021 | Book | LibreCat-ID: 23458
Dumitrescu, Roman, Albert Albers, Jürgen Gausemeier, Oliver Riedel, and Rainer Stark. Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 23779
Bernijazov, Ruslan, Alexander Dicks, Roman Dumitrescu, Marc Foullois, Jonas Manuel Hanselle, Eyke Hüllermeier, Gökce Karakaya, et al. “A Meta-Review on Artificial Intelligence in Product Creation.” In Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI-21), 2021.
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2021 | Book Chapter | LibreCat-ID: 22306
Koldewey, Christian, Jürgen Gausemeier, Roman Dumitrescu, Hans-Heinrich Evers, Maximilian Frank, and Jannik Reinhold. “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization.” In Digitalization, edited by Daniel R. Schallmo and Joseph Tidd, 205–37. Management for Professionals. Cham: Springer Nature, 2021. https://doi.org/10.1007/978-3-030-69380-0_12#DOI.
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| DOI
2021 | Conference Abstract | LibreCat-ID: 22307
Eckertz, Daniel, Marus Möller, Harald Anacker, and Roman Dumitrescu. “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies.” In Proceedings of the International Conference on Information and Computer Technologies, 2021.
LibreCat
2021 | Newspaper Article | LibreCat-ID: 27058
Wiecher, Carsten, Jannik Fischbach, Joel Greenyer, Andreas Vogelsang, Carsten Wolff, and Roman Dumitrescu. “Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal.” ArXiv Preprint, 2021.
LibreCat
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.
LibreCat
2021 | Conference (Editor) | LibreCat-ID: 27519
Gausemeier, Jürgen, Wilhelm Bauer, and Roman Dumitrescu, eds. Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung. Vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 37404
Menzefricke, Jörn Steffen, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Maturity-Based Development of Strategic Thrusts for Socio-Technical Risks.” Procedia CIRP 104 (2021): 241–46. https://doi.org/10.1016/j.procir.2021.11.041.
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| DOI
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: 27096
Koldewey, Christian, Maurice Meyer, Patrick Stockbruegger, Roman Dumitrescu, and Jürgen Gausemeier. “Framework and Functionality Patterns for Smart Service Innovation.” Procedia CIRP (91), 2020, 851–57.
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: 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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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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| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
| Files available
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.
LibreCat
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.
LibreCat
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.
LibreCat
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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| DOI
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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| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
| DOI
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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| DOI
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.
LibreCat
2019 | Journal Article | LibreCat-ID: 27102
Pierenkemper, Christoph, Jannik Reinhold, Roman Dumitrescu, and Jürgen Gausemeier. “Erfolg Versprechende Industrie 4.0-Zielposition - Ermittlung Unter Berücksichtigung Zukünftiger Umfeldentwicklungen.” Industrie 4.0 Management (5), 2019, 30–34.
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2019 | Conference Paper | LibreCat-ID: 27103
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.” In Proceedings of the CIRP DESIGN. Scientific Technical Committee Design of the International Academy for Production Engineering (CIRP), 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 27104
Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Jürgen Gausemeier. “Competence-Based Planning of Value Networks for Smart Services.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 27105
Wortmann, Fabio, Robert Joppen, Marvin Drewel, Arno Kühn, and Roman Dumitrescu. “Developing and Evaluating Concepts for a Digital Platform.” In IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, edited by K. Jain, S. Sangle, R. Gupta, J. Persis, and R. Mukundan. International Association for Management of Technology (IAMOT), 2019.
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2019 | Conference Paper | LibreCat-ID: 27107
Frank, Maximilian, Martin Rabe, Christian Koldewey, Roman Dumitrescu, Jürgen Gausemeier, Nils Hennig-Cardinal von Widdern, and Jannik Reinhold. “Classification-Based Planning of Smart Service Portfolios.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Book | LibreCat-ID: 27109
Gausemeier, Jürgen, Roman Dumitrescu, Julian Echterfeld, Tomas Pfänder, Daniel Steffen, and Frank Thielemann. Innovationen Für Die Märkte von Morgen - Strategische Planung von Produkten, Dienstleistungen Und Geschäftsmodellen. München: Carl Hanser Verlag, 2019.
LibreCat
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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| DOI
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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| DOI
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.
LibreCat
2019 | Conference Paper | LibreCat-ID: 17404
Frank, Maximilian, Martin Rabe, Christian Koldewey, Roman Dumitrescu, Jürgen Gausemeier, Nils Hennig-Cardinal von Widdern, and Jannik Reinhold. “Classification-Based Planning of Smart Service Portfolios.” In Proceedings of the ISPIM Connects. International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 18874 |

Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Jürgen Gausemeier. “Competence-Based Planning of Value Networks for Smart Services.” In Proceedings of the ISPIM Connects Ottawa – Innovation for Local and Global Impact. Ottawa: LUT Scientific and Expertise Publications, 2019.
LibreCat
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2019 | Conference Paper | LibreCat-ID: 22708
Eckelt, Daniel, Ronny Bismark, Roman Dumitrescu, Maximilian Frank, Jürgen Gausemeier, and Jannik Reinhold. “Strategische Planung des Wertschöpfungsbeitrags von HELLA für automatisiertes Fahren von morgen.” In Vorausschau und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, Roman Dumitrescu, and Heinz Nixdorf Institut, 390:535–55. Heinz Nixdorf Institut, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22709
Dumitrescu, Roman, Sergej Japs, Lydia Kaiser, and Rik Rasor. “Model Checking of Integratively Designed Product and Production Systems.” In TdSE 2019. Garching, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22710
Albers, Alexander, Kai Fabian Ellermann, Arno Kühn, and Roman Dumitrescu. “Entwicklung Einer Suchstrategie Für Ein Medienbasiertes Technologiesanning Am Beispiel Der Antriebstechnik.” In 15. Symposium Für Vorausschau Und Technologieplanung, edited by Jürgen Gausemeier, Wilhelm Bauer, Roman Dumitrescu, and Heinz Nixdorf Institut, 390:277–91. Berlin, 2019.
LibreCat
2019 | Newspaper Article | LibreCat-ID: 22714
Pierenkemper, Christoph, Jannik Reinhold, Roman Dumitrescu, and Jürgen Gausemeier. “Erfolg versprechende Industrie 4.0-Zielposition - Ermittlung unter Berücksichtigung zukünftiger Umfeldentwicklungen.” Industrie 4.0 Management, 2019.
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2019 | Conference Paper | LibreCat-ID: 22716
Wortmann, Fabio, Robert Joppen, Marvin Drewel, Arno Kühn, and Roman Dumitrescu. “Developing and Evaluating Concepts for a Digital Platform.” In IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, Apr. 2019 International Association for Management of Technology (IAMOT), IAMOT, edited by K. Jain, S. Sangle, R. Gupta, J. Persis, and R. Mukundan, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22717
Reinhold, Jannik, Maximilian Frank, Christian Koldewey, Roman Dumitrescu, and Jürgen Gausemeier. “Competence-Based Planning of Value Networks for Smart Services.” In Proceedings of the ISPIM Connects, edited by International Society for Professional Innovation Management (ISPIM), 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22721
Bansmann, Michael, Marc Foullois, Daniel Roeltgen, Lars Wöste, and Roman Dumitrescu. “Reference Architecture and Classification of Technology-Induced Scenarios of Digitized Work.” In 28th IAMOT International Conference of the International Association for Management of Technology, Mumbai, Indien, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22725
Asmar, Laban, Fabio Wortmann, Daniel Röltgen, Nadine Niewöhner, Arno Kühn, and Roman Dumitrescu. “ Framework for the Configuration of an Engineering Based Makeathon.” In Proceedings of ISPIM Innovation Conference, 7.-9. April, Ottawa, 2019, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22726
Bretz, Lukas, Lydia Kaiser, and Roman Dumitrescu. “An Analysis of Barriers for the Introduction of Systems Engineering.” In Procedia CIRP Volume 84, 783–89, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22727
Albers, Alexander, Julian Tekaat, Arno Kühn, and Roman Dumitrescu. “Requirement Profiles as a Foundation for Customer-Centric Ideation in Business-to-Business Markets.” In 29th CIRP Design 2019, Porto, Portugal, May 8th - May 10th, 2019, 2019.
LibreCat
2019 | Book | LibreCat-ID: 22728
Gausemeier, Jürgen, Roman Dumitrescu, Julian Echterfeld, Tomas Pfänder, Daniel Steffen, and Frank Thielemann. Innovationen für die Märkte von morgen – Strategische Planung von Produkten, Dienstleistungen und Geschäftsmodellen. München: Carl Hanser Verlag, 2019.
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