@articleSchäfer_Günther_Martin_Lüpfert_Mandel_Rapp_Lanza_Anacker_Albers_Köchling_2023, title=Systematics for an Integrative Modelling of Product and Production System, volume=118, DOI=10.1016/j.procir.2023.06.019, journal=Procedia CIRP, publisher=Elsevier BV, author=Schäfer, Louis and Günther, Matthias and Martin, Alex and Lüpfert, Mariella and Mandel, Constantin and Rapp, Simon and Lanza, Gisela and Anacker, Harald and Albers, Albert and Köchling, Daniel, year=2023, pages=104–109 

@articleDyck_Anacker_Dumitrescu_2023, title=Virtual Assembly for Engineering – A Systematic Literature Review, volume=118, DOI=10.1016/j.procir.2023.06.157, journal=Procedia CIRP, publisher=Elsevier BV, author=Dyck, Florian and Anacker, Harald and Dumitrescu, Roman, year=2023, pages=912–917 

@inproceedingsHumpert_Tihlarik_Wäschle_Anacker_Dumitrescu_Albers_Röbenack_Pfeifer_2023, title=Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts, booktitle=IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), author=Humpert, Lynn and Tihlarik, Amelie and Wäschle, Moritz and Anacker, Harald and Dumitrescu, Roman and Albers, Albert and Röbenack, Silke and Pfeifer, Sabine, year=2023 

@inproceedingsHumpert_Zagatta_Anacker_Dumitrescu_2023, title=Identification of fields of action for validation in Systems Engineering, booktitle=IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), author=Humpert, Lynn and Zagatta, Kristin and Anacker, Harald and Dumitrescu, Roman, year=2023 

@inproceedingsHumpert_Mundt_Bretz_Bernz_Anacker_Dumitrescu_2023, title=Criteria-based comparison of Systems Engineering and agile methods, booktitle=8th International Conference on Information Systems Engineering, author=Humpert, Lynn and Mundt, Enrik and Bretz, Lukas and Bernz, Vanessa and Anacker, Harald and Dumitrescu, Roman, year=2023 

@inproceedingsGabriel_Kühn_Dumitrescu_2023, title=Strategic planning of the collaboration between humans and artificial intelligence in production, booktitle=Procedia CIRP, author=Gabriel, Stefan and Kühn, Arno and Dumitrescu, Roman, year=2023 

@inproceedingsMundt_Wilke_Anacker_Dumitrescu_2023, title=Principles for the effective application of Systems Engineering: A  systematic literature review and application use case, author=Mundt, Enrik and Wilke, Daria and Anacker, Harald and Dumitrescu, Roman, year=2023 

@inproceedingsTekaat_Wilke_Anacker_Dumitrescu_2023, title=Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens, author=Tekaat, Julian and Wilke, Daria and Anacker, Harald and Dumitrescu, Roman, year=2023 

@articleScholtysik_Koldewey_Rohde_Dumitrescu_2023, title=Integrative conceptualization of products and business models for the circular economy: A systematic literature review, volume=119, DOI=10.1016/j.procir.2023.03.129, journal=Procedia CIRP, publisher=Elsevier BV, author=Scholtysik, Michel and Koldewey, Christian and Rohde, Malte and Dumitrescu, Roman, year=2023, pages=841–846 

@bookScholtysik_Koldewey_Dumitrescu_Rasor_Ködding_Wegel_Fischer_2023, title=Die Transformation zum Smart Service-Anbieter, author=Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman and Rasor, Anja and Ködding, Patrick and Wegel, Arthur and Fischer, Lena, year=2023 

@inproceedingsScholtysik_Koldewey_Dumitrescu_Pierenkemper_Hensen_2023, title=Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen, author=Scholtysik, Michel and Koldewey, Christian and Dumitrescu, Roman and Pierenkemper, Christoph and Hensen, Christian, year=2023 

@inproceedingsKödding_Tissen_Koldewey, title=A Data Map for Product Creation: Tasks, Data Flows, and IT-Systems from the Initial Idea to the Start of Production, booktitle=Proceedings of the 56th CIRP Conference on Manufacturing Systems, CIRP CMS ‘23, publisher=Elsevier Ltd., author=Ködding, Patrick and Tissen, Denis and Koldewey, Christian 

@inproceedingsBrock_Rempe_von Enzberg_Kühn_Dumitrescu_2023, title=A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach, booktitle=5th Conference on Production Systems and Logistics , author=Brock, Jonathan and Rempe, Niclas and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman, year=2023 

@inproceedingsWeller_Migenda_Wegel_Kohlhase_Schenk_Dumitrescu_2023, title=Conceptual Framework for Prescriptive Analytics based on decision Theory, booktitle=IEEE ADACIS 2023, author=Weller, Julian and Migenda, Nico and Wegel, Arthur and Kohlhase, Martin and Schenk, Wolfram and Dumitrescu, Roman, year=2023 

@inproceedingsKödding_Koldewey_Dumitrescu_2023, title=A Reference Process Model for Scenario-based Foresight, booktitle=Proceedings of the XXXII ISPIM Innovation Conference, author=Ködding, Patrick and Koldewey, Christian and Dumitrescu, Roman, year=2023 

@inbookMenzefricke_Koldewey_Dumitrescu_2023, place=Cham, title=Enhancing Risk Management for Digitalisation Projects in the Context of Socio-Technical Systems, DOI=10.1007/978-3-031-26104-6_3, booktitle=The Digital Twin of Humans, publisher=Springer International Publishing, author=Menzefricke, Jörn Steffen and Koldewey, Christian and Dumitrescu, Roman, year=2023 

@inproceedingsStöhr_Koldewey_Dumitrescu_2023, title=The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs, volume=3, DOI=10.1017/pds.2023.348, booktitle=Proceedings of the Design Society, publisher=Cambridge University Press (CUP), author=Stöhr, Bernd and Koldewey, Christian and Dumitrescu, Roman, year=2023, pages=3473–3482 

@articleScholtysik_Rohde_Koldewey_Dumitrescu_2023, title=Designing Business Models for a Circular Economy, volume=3, DOI=10.1017/pds.2023.135, journal=Proceedings of the Design Society, publisher=Cambridge University Press (CUP), author=Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman, year=2023, pages=1347–1356 

@articleJaps_Faheem_Anacker_Husung_Dumitrescu_2023, title=Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434, volume=3, DOI=10.1017/pds.2023.268, journal=Proceedings of the Design Society, publisher=Cambridge University Press (CUP), author=Japs, Sergej and Faheem, Faizan and Anacker, Harald and Husung, Stephan and Dumitrescu, Roman, year=2023, pages=2675–2684 

@inproceedingsSeidenberg_Disselkamp_Jürgenhake_Wicker_Dumitrescu_Tolo_2023, title=TCO analysis of a modular and integral product architecture in shipbuilding, DOI= 10.1109/ICE/ITMC58018.2023.10332277, author=Seidenberg, Tobias and Disselkamp, Jan-Philipp and Jürgenhake, Christoph and Wicker, Ansgar and Dumitrescu, Roman and Tolo, Edmund, year=2023 

@inproceedingsDisselkamp_Seidenberg_Jürgenhake_Anacker_Dumitrescu_2023, title=Future production of ships – case study for modular high-speed ferries, DOI= 10.1109/ICE/ITMC58018.2023.10332382, author=Disselkamp, Jan-Philipp and Seidenberg, Tobias and Jürgenhake, Christoph and Anacker, Harald and Dumitrescu, Roman, year=2023 

@inproceedingsFichtler_Grigoryan_Koldewey_Dumitrescu_2023, title=Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research, DOI=10.1109/ictmod59086.2023.10438135, booktitle=2023 IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), publisher=IEEE, author=Fichtler, Timm and Grigoryan, Khoren and Koldewey, Christian and Dumitrescu, Roman, year=2023 

@inbookÖzcan_Drewel_Koldewey_Dumitrescu_2023, place=Wiesbaden, series=Schwerpunkt Business Model Innovation, title=Strategische Planung des Einstiegs in die Plattformökonomie, DOI=10.1007/978-3-658-36634-6_7, booktitle=Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter, publisher=Springer Fachmedien Wiesbaden, author=Özcan, Leon and Drewel, Marvin and Koldewey, Christian and Dumitrescu, Roman, editor=Schallmo, Daniel and Lang, Klaus and Werani, Thomas and Krumay, Barbara, year=2023, collection=Schwerpunkt Business Model Innovation 

@bookDumitrescu_Riemensperger_Schuh_Biehler_Frey_Hocken_Koldewey_Kühn_Rabe_Schacht_et al._2023, series=acatech STUDIE, title=acatech Maturity Index Smart Services, author=Dumitrescu, Roman and Riemensperger, Frank and Schuh, Günther and Biehler, Jan and Frey, Anna and Hocken, Christian and Koldewey, Christian and Kühn, Arno and Rabe, Martin and Schacht, Maximilian and et al., year=2023, collection=acatech STUDIE 

@articleScholtysik_Rohde_Koldewey_Dumitrescu_2023, series=Procedia CIRP , title=Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas, volume=120, author=Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman, year=2023, collection=Procedia CIRP  

@inbookKödding_Koldewey_Dumitrescu_2023, title=Scenario-Based Foresight in the Age of Digital Technologies and AI, booktitle=New Digital Work, author=Ködding, Patrick and Koldewey, Christian and Dumitrescu, Roman, editor=Shajek, Alexandra and Hartmann, Ernst A., year=2023, pages=51–67 

@articleKödding_Ellermann_Koldewey_Dumitrescu_2023, title=Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases, volume=119, DOI=10.1016/j.procir.2023.01.015, journal=Procedia CIRP, publisher=Elsevier BV, author=Ködding, Patrick and Ellermann, Kai and Koldewey, Christian and Dumitrescu, Roman, year=2023, pages=740–745 

@inproceedingsKoldewey_Dumitrescu_Rabe_2022, title=Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation, booktitle=Proceedings of the 55th Hawaii International Conference on System Sciences, author=Koldewey, Christian and Dumitrescu, Roman and Rabe, Martin , year=2022 

@inproceedingsMeyer_Wiederkehr_Panzner_Koldewey_Dumitrescu_2022, title=A Reference Process Model for Usage Data-Driven Product Planning, booktitle=Proceedings of the 55th Hawaii International Conference on System Sciences, author=Meyer, Maurice and Wiederkehr, Ingrid and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman, year=2022, pages=6105–6114 

@articlePanzner_von Enzberg_Meyer_Dumitrescu_2022, title=Characterization of Usage Data with the Help of Data Classifications, DOI=10.1007/s13132-022-01081-z, journal=Journal of the Knowledge Economy, publisher=Springer Science and Business Media LLC, author=Panzner, Melina and von Enzberg, Sebastian and Meyer, Maurice and Dumitrescu, Roman, year=2022 

@articleMerkelbach_Afroze_Janssen_von Enzberg_Kühn_Dumitrescu_2022, title=Using vibration data to classify conditions in disk stack separators, volume=46, DOI=10.21595/vp.2022.23000, journal=Vibroengineering PROCEDIA, publisher=JVE International Ltd., author=Merkelbach, Silke and Afroze, Lameya and Janssen, Nils and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman, year=2022, pages=21–26 

@inbookHobscheidt_Menzefricke_Gabriel_Kühn_Dumitrescu_2022, place=Wiesbaden, title=Soziotechnische Herausforderungen bei der Einführung von RPA managen, DOI=10.1007/978-3-658-38379-4_8, booktitle=Praxishandbuch Robotic Process Automation (RPA), publisher=Springer Fachmedien Wiesbaden, author=Hobscheidt, Daniela and Menzefricke, Jörn Steffen and Gabriel, Stefan and Kühn, Arno and Dumitrescu, Roman, year=2022 

@inbookBansmann_Dumitrescu_Fechtelpeter_2022, place=Berlin, Heidelberg, title=Transfer von Arbeit 4.0-Anwendungsszenarien, DOI=10.1007/978-3-662-58014-1_3, booktitle=Gestaltung digitalisierter Arbeitswelten, publisher=Springer Berlin Heidelberg, author=Bansmann, Michael and Dumitrescu, Roman and Fechtelpeter, Christian, year=2022 

@inbookBrock_von Enzberg_Kühn_Dumitrescu_2022, place=Wiesbaden, title=Nutzung von Process Mining in RPA-Projekten, DOI=10.1007/978-3-658-38379-4_5, booktitle=Praxishandbuch Robotic Process Automation (RPA), publisher=Springer Fachmedien Wiesbaden, author=Brock, Jonathan and von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman, year=2022 

@articleKoldewey_Rasor_Reinhold_Gausemeier_Dumitrescu_Chohan_Frank_2022, title=Aligning strategic position, behavior, and structure for smart service businesses in manufacturing, DOI=10.1016/j.techfore.2021.121329, number=121329, journal=Technological Forecasting and Social Change, publisher=Elsevier, author=Koldewey, Christian and Rasor, Anja and Reinhold, Jannik and Gausemeier, Jürgen and Dumitrescu, Roman and Chohan, Nadia and Frank, Maximilian, year=2022 

@inproceedingsGabriel_Aring_Hobscheidt_Kühn_Dumitrescu_2022, place=Sankt Augustin, title=Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender Unternehmen, booktitle=Tagungsband des 68. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft, publisher=GfA-Press, author=Gabriel, Stefan and Aring, Theresa and Hobscheidt, Daniela and Kühn, Arno and Dumitrescu, Roman, editor=Gesellschaft für Arbeitswissenschaft e.V., year=2022 

@inproceedingsAnacker_Günther_Wyrwich_Dumitrescu_2022, title=Pattern based engineering of System of Systems - a systematic literature review, DOI=10.1109/SOSE55472.2022.9812697, booktitle=17th Annual System of Systems Engineering Conference (SOSE), author=Anacker, Harald and Günther, Matthias and Wyrwich, Fabian and Dumitrescu, Roman, year=2022, pages=178–183 

@inproceedingsAnacker_Dumitrescu_Könemann_Wilke_2022, title=Identification of stakeholder-specific Systems Engineering competencies for industry, booktitle= Proceedings of the 16th Annual IEEE International Systems Conference, author=Anacker, Harald and Dumitrescu, Roman and Könemann, Ulf and Wilke, Daria, year=2022 

@inproceedingsPfeifer_Akgül_Röbenack_Tihlarik_Albert_Anacker_Dumitrescu_2022, title=Design Decisions in the Architecture Development of Advanced Systems: Towards traceable and sustainable Documentation and Communication, DOI=10.35199/norddesign2022, booktitle=DS 118: Proceedings of NordDesign 2022, publisher=The Design Society, author=Pfeifer, Stefan and Akgül, Didem and Röbenack, Silke and Tihlarik, Amelie and Albert, Bruno and Anacker, Harald and Dumitrescu, Roman, editor=Mortensen, N.H. and Hansen, C.T. and Deininger, M., year=2022 

@inproceedingsDisselkamp_Seidenberg_Anacker_Dumitrescu_2022, title=Design of an optimised value creation network for zero emission ferries, booktitle=Proceedings of the IEEE, author=Disselkamp, Jan-Philipp and Seidenberg, Tobias and Anacker, Harald and Dumitrescu, Roman, year=2022 

@inproceedingsEckertz_Anacker_Dumitrescu_2022, title=Knowledge-based Interactive Configuration Tool for Industrial Augmented Reality Systems, DOI=10.1109/icict55905.2022.00021, booktitle=Proceedings of the 5th International Conference on Information and Computer Technologies (ICICT), publisher=IEEE, author=Eckertz, Daniel and Anacker, Harald and Dumitrescu, Roman, year=2022 

@inproceedingsMerkelbach_von Enzberg_Kuhn_Dumitrescu_2022, title=Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications, DOI=10.1109/icps51978.2022.9816871, booktitle=Proceedings of the IEEE, publisher=IEEE, author=Merkelbach, Silke and von Enzberg, Sebastian and Kuhn, Arno and Dumitrescu, Roman, year=2022 

@inproceedingsEckertz_Anacker_Dumitrescu_2022, title=Systematics for the individual assessment of augmented reality potentials to support product validation, DOI=10.35199/norddesign2022.12, booktitle=Proceedings of NordDesign 2022, publisher=The Design Society, author=Eckertz, Daniel and Anacker, Harald and Dumitrescu, Roman, year=2022 

@inproceedingsWilke_Pfeifer_Heitmann_Anacker_Dumitrescu_Franke, title=Implementation of Systems Engineering: A maturity-based approach, booktitle=Proceedings of the IEEE ISSE , author=Wilke, Daria and Pfeifer, Stefan and Heitmann, Rebecca  and Anacker, Harald  and Dumitrescu, Roman and Franke, Volker  

@bookPapenkordt_Gabriel_Thommes_Dumitrescu_2022, title=Künstliche Intelligenz in der industriellen Arbeitswelt - Studie zum Status Quo in der Region OstWestfalenLippe, DOI=10.55594/tmao3234, publisher=Kompetenzzentrum Arbeitswelt.Plus, author=Papenkordt, Jörg and Gabriel, Stefan and Thommes, Kirsten and Dumitrescu, Roman, year=2022 

@articleKharatyan_Humpert_Anacker_Dumitrescu_Wäschle_Albers_Horstmeyer_2022, title=Künstliche Intelligenz im Engineering, volume=117, DOI=10.1515/zwf-2022-1074, number=6, journal=Zeitschrift für wirtschaftlichen Fabrikbetrieb, publisher=Walter de Gruyter GmbH, author=Kharatyan, Aschot and Humpert, Lynn and Anacker, Harald and Dumitrescu, Roman and Wäschle, Moritz and Albers, Albert and Horstmeyer, Sarah, year=2022, pages=427–431 

@articleMeyer_Wiederkehr_Koldewey_Dumitrescu_2022, title=Planning the Analysis of Use Phase Data in Product Planning, volume=2, DOI=10.1017/pds.2022.77, journal=Proceedings of the Design Society, publisher=Cambridge University Press (CUP), author=Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman, year=2022, pages=753–762 

@inproceedingsMeyer_Fichtler_Koldewey_Dumitrescu_2022, place=Minneapolis, title=How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning, booktitle= AMCIS 2022 Proceedings, author=Meyer, Maurice and Fichtler, Timm and Koldewey, Christian and Dumitrescu, Roman, year=2022 

@articleMeyer_Panzner_Koldewey_Dumitrescu_2022, title=17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies, volume=107, DOI=10.1016/j.procir.2022.05.107, journal=Procedia CIRP, publisher=Elsevier BV, author=Meyer, Maurice and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman, year=2022, pages=1053–1058 

@articleWiecher_Mandel_Günther_Fischbach_Greenyer_Greinert_Wolff_Dumitrescu_Mendez_Albers_2022, title=Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems, journal=arXiv preprint, author=Wiecher, Carsten  and Mandel, Constantin  and Günther, Matthias  and Fischbach, Jannik  and Greenyer, Joel  and Greinert, Matthias  and Wolff, Carsten  and Dumitrescu, Roman and Mendez, Daniel  and Albers, Albert, year=2022