Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Christoph Pierenkemper, and Christian Hensen. “Einstieg in Die Kreislaufwirtschaft: Integrative Planung von Produkten Und Geschäftsmodellen,” 2023.

Ködding, Patrick, Denis Tissen, and Christian Koldewey. “A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production.” In Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23. Elsevier Ltd., n.d.

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.

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.

Ködding, Patrick, Christian Koldewey, and Roman Dumitrescu. “A Reference Process Model for Scenario-Based Foresight.” In Proceedings of the XXXII ISPIM Innovation Conference, 2023.

Menzefricke, Jörn Steffen, Christian Koldewey, and Roman Dumitrescu. “Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems.”https://doi.org/10.1007/978-3-031-26104-6_3__In The Digital Twin of Humans. Cham: Springer International Publishing, 2023.https://doi.org/10.1007/978-3-031-26104-6_3 .

Stöhr, Bernd, Christian Koldewey, and Roman Dumitrescu. “The Role of Design in Interdisciplinary Product Development – Challenges, Research Approaches and Further Research Needs.”https://doi.org/10.1017/pds.2023.348__In Proceedings of the Design Society, 3:3473–82. Cambridge University Press (CUP), 2023.https://doi.org/10.1017/pds.2023.348 .

Scholtysik, Michel, Malte Rohde, Christian Koldewey, and Roman Dumitrescu. “Designing Business Models for a Circular Economy.”https://doi.org/10.1017/pds.2023.135__Proceedings of the Design Society 3 (2023): 1347–56.https://doi.org/10.1017/pds.2023.135 .

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.”https://doi.org/10.1017/pds.2023.268__Proceedings of the Design Society 3 (2023): 2675–84.https://doi.org/10.1017/pds.2023.268 .

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,”https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332277__2023.https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332277 .

Disselkamp, Jan-Philipp, Tobias Seidenberg, Christoph Jürgenhake, Harald Anacker, and Roman Dumitrescu. “Future Production of Ships – Case Study for Modular High-Speed Ferries,”https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332382__2023.https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332382 .

Fichtler, Timm, Khoren Grigoryan, Christian Koldewey, and Roman Dumitrescu. “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research.”https://doi.org/10.1109/ictmod59086.2023.10438135__In 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE, 2023.https://doi.org/10.1109/ictmod59086.2023.10438135 .

Özcan, Leon, Marvin Drewel, Christian Koldewey, and Roman Dumitrescu. “Strategische Planung Des Einstiegs in Die Plattformökonomie.”https://doi.org/10.1007/978-3-658-36634-6_7__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 .

Dumitrescu, Roman, Frank Riemensperger, Günther Schuh, Jan Biehler, Anna Frey, Christian Hocken, Christian Koldewey, et al. Acatech Maturity Index Smart Services. Acatech STUDIE, 2023.

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.

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.

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.”https://doi.org/10.1016/j.procir.2023.01.015__Procedia CIRP 119 (2023): 740–45.https://doi.org/10.1016/j.procir.2023.01.015 .

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.

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.

Panzner, Melina, Sebastian von Enzberg, Maurice Meyer, and Roman Dumitrescu. “Characterization of Usage Data with the Help of Data Classifications.”https://doi.org/10.1007/s13132-022-01081-z__Journal of the Knowledge Economy, 2022.https://doi.org/10.1007/s13132-022-01081-z .

Merkelbach, Silke, Lameya Afroze, Nils Janssen, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Using Vibration Data to Classify Conditions in Disk Stack Separators.”https://doi.org/10.21595/vp.2022.23000__Vibroengineering PROCEDIA 46 (2022): 21–26.https://doi.org/10.21595/vp.2022.23000 .

Hobscheidt, Daniela, Jörn Steffen Menzefricke, Stefan Gabriel, Arno Kühn, and Roman Dumitrescu. “Soziotechnische Herausforderungen Bei Der Einführung von RPA Managen.”https://doi.org/10.1007/978-3-658-38379-4_8__In Praxishandbuch Robotic Process Automation (RPA). Wiesbaden: Springer Fachmedien Wiesbaden, 2022.https://doi.org/10.1007/978-3-658-38379-4_8 .

Bansmann, Michael, Roman Dumitrescu, and Christian Fechtelpeter. “Transfer von Arbeit 4.0-Anwendungsszenarien.”https://doi.org/10.1007/978-3-662-58014-1_3__In Gestaltung Digitalisierter Arbeitswelten. Berlin, Heidelberg: Springer Berlin Heidelberg, 2022.https://doi.org/10.1007/978-3-662-58014-1_3 .

Brock, Jonathan, Sebastian von Enzberg, Arno Kühn, and Roman Dumitrescu. “Nutzung von Process Mining in RPA-Projekten.”https://doi.org/10.1007/978-3-658-38379-4_5__In Praxishandbuch Robotic Process Automation (RPA). Wiesbaden: Springer Fachmedien Wiesbaden, 2022.https://doi.org/10.1007/978-3-658-38379-4_5 .

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.”https://doi.org/10.1016/j.techfore.2021.121329__Technological Forecasting and Social Change, 2022.https://doi.org/10.1016/j.techfore.2021.121329 .

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.

Anacker, Harald, Matthias Günther, Fabian Wyrwich, and Roman Dumitrescu. “Pattern Based Engineering of System of Systems - a Systematic Literature Review.”https://doi.org/10.1109/SOSE55472.2022.9812697__In 17th Annual System of Systems Engineering Conference (SOSE), 178–83, 2022.https://doi.org/10.1109/SOSE55472.2022.9812697 .

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.

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.”https://doi.org/10.35199/norddesign2022__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 .

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.

Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Knowledge-Based Interactive Configuration Tool for Industrial Augmented Reality Systems.”https://doi.org/10.1109/icict55905.2022.00021__In Proceedings of the 5th International Conference on Information and Computer Technologies (ICICT). IEEE, 2022.https://doi.org/10.1109/icict55905.2022.00021 .

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.”https://doi.org/10.1109/icps51978.2022.9816871__In Proceedings of the IEEE. IEEE, 2022.https://doi.org/10.1109/icps51978.2022.9816871 .

Eckertz, Daniel, Harald Anacker, and Roman Dumitrescu. “Systematics for the Individual Assessment of Augmented Reality Potentials to Support Product Validation.”https://doi.org/10.35199/norddesign2022.12__In Proceedings of NordDesign 2022. The Design Society, 2022.https://doi.org/10.35199/norddesign2022.12 .

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.

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 .

Kharatyan, Aschot, Lynn Humpert, Harald Anacker, Roman Dumitrescu, Moritz Wäschle, Albert Albers, and Sarah Horstmeyer. “Künstliche Intelligenz Im Engineering.”https://doi.org/10.1515/zwf-2022-1074__Zeitschrift Für Wirtschaftlichen Fabrikbetrieb 117, no. 6 (2022): 427–31.https://doi.org/10.1515/zwf-2022-1074 .

Meyer, Maurice, Ingrid Wiederkehr, Christian Koldewey, and Roman Dumitrescu. “Planning the Analysis of Use Phase Data in Product Planning.”https://doi.org/10.1017/pds.2022.77__Proceedings of the Design Society 2 (2022): 753–62.https://doi.org/10.1017/pds.2022.77 .

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.

Meyer, Maurice, Melina Panzner, Christian Koldewey, and Roman Dumitrescu. “Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies.”https://doi.org/10.1016/j.procir.2022.05.107__Procedia CIRP 107 (2022): 1053–58.https://doi.org/10.1016/j.procir.2022.05.107 .

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.

Joppen, Robert, Arno Kühn, Magdalena Förster, and Roman Dumitrescu. “Evaluation of Industry 4.0 Applications in Production.”https://doi.org/10.1007/s13132-022-00959-2__Journal of the Knowledge Economy, 2022.https://doi.org/10.1007/s13132-022-00959-2 .

Japs, Sergej, Sebastian Schmidt, Frank Kargl, Lydia Kaiser, Aschot Kharatyan, and Roman Dumitrescu. “Collaborative Modeling of Use Case &;amp; Damage Scenarios in Online Workshops Using a 3D Environment.”https://doi.org/10.1017/pds.2022.162__Proceedings of the Design Society 2 (2022): 1599–1608.https://doi.org/10.1017/pds.2022.162 .

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.”https://doi.org/10.1016/j.procir.2022.05.252__Procedia CIRP 109 (2022): 293–98.https://doi.org/10.1016/j.procir.2022.05.252 .

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.

Gollner, Denis, Tobias Klausmann, Rik Rasor, and Roman Dumitrescu. “Use Case Driven Digital Twin Generation.”https://doi.org/10.1109/icps51978.2022.9816907__In 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS). IEEE, 2022.https://doi.org/10.1109/icps51978.2022.9816907 .

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.”https://doi.org/10.1016/j.procir.2022.05.274__Procedia CIRP 109 (2022): 431–36.https://doi.org/10.1016/j.procir.2022.05.274 .

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.”https://doi.org/10.1016/j.procir.2022.05.257__Procedia CIRP 109 (2022): 322–27.https://doi.org/10.1016/j.procir.2022.05.257 .

Kharatyan, Aschot, Matthias Günther, Harald Anacker, Sergej Japs, and Roman Dumitrescu. “Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering.”https://doi.org/10.1016/j.procir.2022.05.299__Procedia CIRP 109 (2022): 586–91.https://doi.org/10.1016/j.procir.2022.05.299 .

Humpert, Lynn, Benjamin Röhm, Harald Anacker, Roman Dumitrescu, and Reiner Anderl. “Method for Direct End Customer Integration into the Agile Product Development.”https://doi.org/10.1016/j.procir.2022.05.239__Procedia CIRP 109 (2022): 215–20.https://doi.org/10.1016/j.procir.2022.05.239 .

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.”https://doi.org/10.3390/sci4040039__Sci 39, no. 4 (2022).https://doi.org/10.3390/sci4040039 .