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.”https://doi.org/10.1007/978-3-658-36634-6_14__In Schwerpunkt Business Model Innovation. Wiesbaden: Springer Fachmedien Wiesbaden, 2023.https://doi.org/10.1007/978-3-658-36634-6_14 .

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.

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.”https://doi.org/10.1016/j.procir.2023.01.011__Procedia CIRP 119 (2023): 514–20.https://doi.org/10.1016/j.procir.2023.01.011 .

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.”https://doi.org/10.1016/j.procir.2023.03.145__Procedia CIRP 119 (2023): 1017–22.https://doi.org/10.1016/j.procir.2023.03.145 .

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.”https://doi.org/10.1016/j.procir.2023.03.114__Procedia CIRP 119 (2023): 602–7.https://doi.org/10.1016/j.procir.2023.03.114 .

Wilke, Daria, Anja Schierbaum, Harald Anacker, and Roman Dumitrescu. “Targeted-Oriented Selection of Engineering Methods.”https://doi.org/10.1016/j.procir.2023.02.166__Procedia CIRP 119 (2023): 788–93.https://doi.org/10.1016/j.procir.2023.02.166 .

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.”https://doi.org/10.1016/j.procir.2023.02.160__Procedia CIRP 119 (2023): 693–98.https://doi.org/10.1016/j.procir.2023.02.160 .

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.

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 .

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.

Tissen, Denis, Christian Koldewey, and Roman Dumitrescu. “A Process-Model for Tailoring Prototyping of Cyber-Physical Systems,” 2023.

Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Harald Anacker, Roman Dumitrescu, and Apostolos Papanikolaou. “Platform Approach for Modularising Battery Electric Fast Ferries.”https://doi.org/10.1017/pds.2023.291__Proceedings of the Design Society 3 (2023): 2905–14.https://doi.org/10.1017/pds.2023.291 .

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.”https://doi.org/10.1016/j.procir.2023.02.168__Procedia CIRP 119 (2023): 834–40.https://doi.org/10.1016/j.procir.2023.02.168 .

Seidenberg, Tobias, Jan-Philipp Disselkamp, Christoph Jürgenhake, Daniel Grobbel, Roman Dumitrescu, and Apostolos Papanikolaou. “Development of a Modular Architecture for Complex Mechatronic Systems.”https://doi.org/10.1016/j.procir.2023.02.186__Procedia CIRP 119 (2023): 1158–63.https://doi.org/10.1016/j.procir.2023.02.186 .

Disselkamp, Jan-Philipp, Jonas Cieply, Florian Dyck, Robin Grothe, Harald Anacker, and Roman Dumitrescu. “Integrated Product and Production Development - a Systematic Literature Review.”https://doi.org/10.1016/j.procir.2023.06.198__Procedia CIRP 119 (2023): 716–21.https://doi.org/10.1016/j.procir.2023.06.198 .

Wilke, Daria, Lynnhttps://doi.org/10.35199/dfx2023.23__Humpert, Johannahttps://doi.org/10.35199/dfx2023.23__Mansheim, Haraldhttps://doi.org/10.35199/dfx2023.23__Anacker, and Roman Dumitrescu. “Systems Engineering Potentials and Use Cases for the Offer Phase in Special Purpose Machinery.”https://doi.org/10.35199/dfx2023.23__In DS 125: Proceedings of the 34th Symposium Design for X (D). The Design Society, 2023.https://doi.org/10.35199/dfx2023.23 .

Haarmann, Lennard, Fabian Machon, Martin Rabe, Laban Asmar, and Roman Dumitrescu. “Venture Client Model: A Systematic Literature Review.”https://doi.org/10.34190/ecie.18.1.1790__European Conference on Innovation and Entrepreneurship 18, no. 1 (2023): 345–55.https://doi.org/10.34190/ecie.18.1.1790 .

Kürpick, Christian, Arno Kühn, Luca Olszewski, and Roman Dumitrescu. “Framework for Dual Transformation: A Systematic Literature Review on the Interplays between Digitalization and Sustainability.”https://doi.org/10.1109/sustech57309.2023.10129630__In 2023 IEEE Conference on Technologies for Sustainability (SusTech). IEEE, 2023.https://doi.org/10.1109/sustech57309.2023.10129630 .

Ellermann, Kai, Laban Asmar, and Roman Dumitrescu. “A Technology Foresight Maturity Model.” In ISPIM Conference Proceedings, 2023.

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.

Schäfer, Louis, Matthias Günther, Alex Martin, Mariella Lüpfert, Constantin Mandel, Simon Rapp, Gisela Lanza, Harald Anacker, Albert Albers, and Daniel Köchling. “Systematics for an Integrative Modelling of Product and Production System.”https://doi.org/10.1016/j.procir.2023.06.019__Procedia CIRP 118 (2023): 104–9.https://doi.org/10.1016/j.procir.2023.06.019 .

Dyck, Florian, Harald Anacker, and Roman Dumitrescu. “Virtual Assembly for Engineering – A Systematic Literature Review.”https://doi.org/10.1016/j.procir.2023.06.157__Procedia CIRP 118 (2023): 912–17.https://doi.org/10.1016/j.procir.2023.06.157 .

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.

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.

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, 2023.

Gabriel, Stefan, Arno Kühn, and Roman Dumitrescu. “Strategic Planning of the Collaboration between Humans and Artificial Intelligence in Production.” In Procedia CIRP, 2023.

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.

Tekaat, Julian, Daria Wilke, Harald Anacker, and Roman Dumitrescu. “Integration von Design Thinking in Systems Engineering Mit Hilfe Des Systemdenkens,” 2023.

Scholtysik, Michel, Christian Koldewey, Malte Rohde, and Roman Dumitrescu. “Integrative Conceptualization of Products and Business Models for the Circular Economy: A Systematic Literature Review.”https://doi.org/10.1016/j.procir.2023.03.129__Procedia CIRP 119 (2023): 841–46.https://doi.org/10.1016/j.procir.2023.03.129 .

Scholtysik, Michel, Christian Koldewey, Roman Dumitrescu, Anja Rasor, Patrick Ködding, Arthur Wegel, and Lena Fischer. Die Transformation Zum Smart Service-Anbieter, 2023.

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 .