Scholtysik, M., Koldewey, C., Dumitrescu, R., Pierenkemper, C., &; Hensen, C. (2023). Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen.

Ködding, P., Tissen, D., &; Koldewey, C. (n.d.). A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production. Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23. 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, Capetown, South Africa.

Brock, J., Rempe, N., von Enzberg, S., Kühn, A., &; Dumitrescu, R. (2023). A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach. 5th Conference on Production Systems and Logistics . CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 , STELLENBOSCH,  SOUTH AFRICA.

Weller, J., Migenda, N., Wegel, A., Kohlhase, M., Schenk, W., &; Dumitrescu, R. (2023). Conceptual Framework for Prescriptive Analytics based on decision Theory. IEEE ADACIS 2023. The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems, Marrakesh, Marokko.

Ködding, P., Koldewey, C., &; Dumitrescu, R. (2023). A Reference Process Model for Scenario-based Foresight. Proceedings of the XXXII ISPIM Innovation Conference. ISPIM Innovation Conference: Innovation and Circular Economy.

Menzefricke, J. S., Koldewey, C., &; Dumitrescu, R. (2023). Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems. In The Digital Twin of Humans. Springer International Publishing.https://doi.org/10.1007/978-3-031-26104-6_3 

Stöhr, B., Koldewey, C., &; Dumitrescu, R. (2023). The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs. Proceedings of the Design Society, 3, 3473–3482.https://doi.org/10.1017/pds.2023.348 

Scholtysik, M., Rohde, M., Koldewey, C., &; Dumitrescu, R. (2023). Designing Business Models for a Circular Economy. Proceedings of the Design Society, 3, 1347–1356.https://doi.org/10.1017/pds.2023.135 

Japs, S., Faheem, F., Anacker, H., Husung, S., &; Dumitrescu, R. (2023). Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434. Proceedings of the Design Society, 3, 2675–2684.https://doi.org/10.1017/pds.2023.268 

Seidenberg, T., Disselkamp, J.-P., Jürgenhake, C., Wicker, A., Dumitrescu, R., &; Tolo, E. (2023). TCO analysis of a modular and integral product architecture in shipbuilding. IEEE Ice Conference 2023, Edingburgh.https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332277 

Disselkamp, J.-P., Seidenberg, T., Jürgenhake, C., Anacker, H., &; Dumitrescu, R. (2023). Future production of ships – case study for modular high-speed ferries. IEEE Ice Conference 2023, Edingburgh.https://doi.org/ 10.1109/ICE/ITMC58018.2023.10332382 

Fichtler, T., Grigoryan, K., Koldewey, C., &; Dumitrescu, R. (2023). Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research. 2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD). IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Rabat, Morocco.https://doi.org/10.1109/ictmod59086.2023.10438135 

Özcan, L., Drewel, M., Koldewey, C., &; Dumitrescu, R. (2023). Strategische Planung des Einstiegs in die Plattformökonomie. In D. Schallmo, K. Lang, T. Werani, &; B. Krumay (Eds.), Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter. Springer Fachmedien Wiesbaden.https://doi.org/10.1007/978-3-658-36634-6_7 

Dumitrescu, R., Riemensperger, F., Schuh, G., Biehler, J., Frey, A., Hocken, C., Koldewey, C., Kühn, A., Rabe, M., Schacht, M., Comans, S., Fichtler, T., Govioni, A., Harland, T., Kaufmann, J., Optehostert, F., Rieger, M., Scholtysik, M., Schreiner, N.,  Sommer, F. (2023). acatech Maturity Index Smart Services.

Scholtysik, M., Rohde, M., Koldewey, C., &; Dumitrescu, R. (2023). Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas (Vol. 120).

Ködding, P., Koldewey, C., &; Dumitrescu, R. (2023). Scenario-Based Foresight in the Age of Digital Technologies and AI. In A. Shajek &; E. A. Hartmann (Eds.), New Digital Work (pp. 51–67).

Ködding, P., Ellermann, K., Koldewey, C., &; Dumitrescu, R. (2023). Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases. Procedia CIRP, 119, 740–745.https://doi.org/10.1016/j.procir.2023.01.015 

Koldewey, C., Dumitrescu, R., &; Rabe, M. (2022). Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation. Proceedings of the 55th Hawaii International Conference on System Sciences. 55th Hawaii International Conference on System Sciences, Hawaii, USA.

Meyer, M., Wiederkehr, I., Panzner, M., Koldewey, C., &; Dumitrescu, R. (2022). A Reference Process Model for Usage Data-Driven Product Planning. Proceedings of the 55th Hawaii International Conference on System Sciences, 6105–6114.

Panzner, M., von Enzberg, S., Meyer, M., &; Dumitrescu, R. (2022). Characterization of Usage Data with the Help of Data Classifications. Journal of the Knowledge Economy.https://doi.org/10.1007/s13132-022-01081-z 

Merkelbach, S., Afroze, L., Janssen, N., von Enzberg, S., Kühn, A., &; Dumitrescu, R. (2022). Using vibration data to classify conditions in disk stack separators. Vibroengineering PROCEDIA, 46, 21–26.https://doi.org/10.21595/vp.2022.23000 

Hobscheidt, D., Menzefricke, J. S., Gabriel, S., Kühn, A., &; Dumitrescu, R. (2022). Soziotechnische Herausforderungen bei der Einführung von RPA managen. In Praxishandbuch Robotic Process Automation (RPA). Springer Fachmedien Wiesbaden.https://doi.org/10.1007/978-3-658-38379-4_8 

Bansmann, M., Dumitrescu, R., &; Fechtelpeter, C. (2022). Transfer von Arbeit 4.0-Anwendungsszenarien. In Gestaltung digitalisierter Arbeitswelten. Springer Berlin Heidelberg.https://doi.org/10.1007/978-3-662-58014-1_3 

Brock, J., von Enzberg, S., Kühn, A., &; Dumitrescu, R. (2022). Nutzung von Process Mining in RPA-Projekten. In Praxishandbuch Robotic Process Automation (RPA). Springer Fachmedien Wiesbaden.https://doi.org/10.1007/978-3-658-38379-4_5 

Koldewey, C., Rasor, A., Reinhold, J., Gausemeier, J., Dumitrescu, R., Chohan, N., &; Frank, M. (2022). Aligning strategic position, behavior, and structure for smart service businesses in manufacturing. Technological Forecasting and Social Change, Article 121329.https://doi.org/10.1016/j.techfore.2021.121329 

Gabriel, S., Aring, T., Hobscheidt, D., Kühn, A., &; Dumitrescu, R. (2022). Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender Unternehmen. In Gesellschaft für Arbeitswissenschaft e.V. (Ed.), Tagungsband des 68. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft. GfA-Press.

Anacker, H., Günther, M., Wyrwich, F., &; Dumitrescu, R. (2022). Pattern based engineering of System of Systems - a systematic literature review. 17th Annual System of Systems Engineering Conference (SOSE), 178–183.https://doi.org/10.1109/SOSE55472.2022.9812697 

Anacker, H., Dumitrescu, R., Könemann, U., &; Wilke, D. (2022). Identification of stakeholder-specific Systems Engineering competencies for industry.  Proceedings of the 16th Annual IEEE International Systems Conference. IEEE SysCon 2022, Montreal, Canada.

Pfeifer, S., Akgül, D., Röbenack, S., Tihlarik, A., Albert, B., Anacker, H., &; Dumitrescu, R. (2022). Design Decisions in the Architecture Development of Advanced Systems: Towards traceable and sustainable Documentation and Communication. In N. H. Mortensen, C. T. Hansen, &; M. Deininger (Eds.), DS 118: Proceedings of NordDesign 2022. The Design Society.https://doi.org/10.35199/norddesign2022 

Disselkamp, J.-P., Seidenberg, T., Anacker, H., &; Dumitrescu, R. (2022). Design of an optimised value creation network for zero emission ferries. Proceedings of the IEEE. 28th IEEE ICE/ITMC &; 31st IAMOT Conference IEEE , Nancy, France.

Eckertz, D., Anacker, H., &; Dumitrescu, R. (2022). Knowledge-based Interactive Configuration Tool for Industrial Augmented Reality Systems. Proceedings of the 5th International Conference on Information and Computer Technologies (ICICT). 5th International Conference on Information and Computer Technologies (ICICT), New York City, NY, United States.https://doi.org/10.1109/icict55905.2022.00021 

Merkelbach, S., von Enzberg, S., Kuhn, A., &; Dumitrescu, R. (2022). Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications. Proceedings of the IEEE. IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS).https://doi.org/10.1109/icps51978.2022.9816871 

Eckertz, D., Anacker, H., &; Dumitrescu, R. (2022). Systematics for the individual assessment of augmented reality potentials to support product validation. Proceedings of NordDesign 2022.https://doi.org/10.35199/norddesign2022.12 

Wilke, D., Pfeifer, S., Heitmann, R., Anacker, H., Dumitrescu, R., &; Franke, V. (n.d.). Implementation of Systems Engineering: A maturity-based approach. Proceedings of the IEEE ISSE . 8th IEEE International Symposium on Systems Engineering, Wien, Österreich.

Papenkordt, J., Gabriel, S., Thommes, K., &; Dumitrescu, R. (2022). Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe. Kompetenzzentrum Arbeitswelt.Plus.https://doi.org/10.55594/tmao3234 

Kharatyan, A., Humpert, L., Anacker, H., Dumitrescu, R., Wäschle, M., Albers, A., &; Horstmeyer, S. (2022). Künstliche Intelligenz im Engineering. Zeitschrift Für Wirtschaftlichen Fabrikbetrieb, 117(6), 427–431.https://doi.org/10.1515/zwf-2022-1074 

Meyer, M., Wiederkehr, I., Koldewey, C., &; Dumitrescu, R. (2022). Planning the Analysis of Use Phase Data in Product Planning. Proceedings of the Design Society, 2, 753–762.https://doi.org/10.1017/pds.2022.77 

Meyer, M., Fichtler, T., Koldewey, C., &; Dumitrescu, R. (2022). How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning.  AMCIS 2022 Proceedings. AMCIS 2022, Minneapolis.

Meyer, M., Panzner, M., Koldewey, C., &; Dumitrescu, R. (2022). 17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies. Procedia CIRP, 107, 1053–1058.https://doi.org/10.1016/j.procir.2022.05.107 

Wiecher, C., Mandel, C., Günther, M., Fischbach, J., Greenyer, J., Greinert, M., Wolff, C., Dumitrescu, R., Mendez, D., &; Albers, A. (2022). Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems. ArXiv Preprint.

Joppen, R., Kühn, A., Förster, M., &; Dumitrescu, R. (2022). Evaluation of Industry 4.0 Applications in Production. Journal of the Knowledge Economy.https://doi.org/10.1007/s13132-022-00959-2 

Japs, S., Schmidt, S., Kargl, F., Kaiser, L., Kharatyan, A., &; Dumitrescu, R. (2022). Collaborative Modeling of Use Case &;amp; Damage Scenarios in Online Workshops Using a 3D Environment. Proceedings of the Design Society, 2, 1599–1608.https://doi.org/10.1017/pds.2022.162 

Japs, S., Kargl, F., Anacker, H., &; Dumitrescu, R. (2022). 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, 293–298.https://doi.org/10.1016/j.procir.2022.05.252 

Mager, T., Jürgenhake, C., &; Dumitrescu, R. (2022). Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers. 2022 14th German Microwave Conference (GeMiC), 224–227.

Gollner, D., Klausmann, T., Rasor, R., &; Dumitrescu, R. (2022). Use Case Driven Digital Twin Generation. 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS).https://doi.org/10.1109/icps51978.2022.9816907 

Gabriel, S., Bentler, D., Grote, E.-M., Junker, C., Wendischhoff, D. M. zu, Bansmann, M., Latos, B., Hobscheidt, D., Kühn, A., &; Dumitrescu, R. (2022). Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems. Procedia CIRP, 109, 431–436.https://doi.org/10.1016/j.procir.2022.05.274 

Förster, M., Kürpick, C., Hobscheidt, D., Kühn, A., &; Dumitrescu, R. (2022). Cross-industry methods for strategic planning of the digital transformation of small and medium sized enterprises. Procedia CIRP, 109, 322–327.https://doi.org/10.1016/j.procir.2022.05.257 

Kharatyan, A., Günther, M., Anacker, H., Japs, S., &; Dumitrescu, R. (2022). Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering. Procedia CIRP, 109, 586–591.https://doi.org/10.1016/j.procir.2022.05.299 

Humpert, L., Röhm, B., Anacker, H., Dumitrescu, R., &; Anderl, R. (2022). Method for direct end customer integration into the agile product development. Procedia CIRP, 109, 215–220.https://doi.org/10.1016/j.procir.2022.05.239 

Koldewey, C., Hobscheidt, D., Pierenkemper, C., Kühn, A., &; Dumitrescu, R. (2022). Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals. Sci, 39(4).https://doi.org/10.3390/sci4040039