@articleSeidenberg_Disselkamp_Jürgenhake_Anacker_Dumitrescu_Papanikolaou_2023, title=Platform Approach for Modularising Battery Electric fast Ferries, volume=3, DOI=10.1017/pds.2023.291, journal=Proceedings of the Design Society, publisher=Cambridge University Press (CUP), author=Seidenberg, Tobias and Disselkamp, Jan-Philipp and Jürgenhake, Christoph and Anacker, Harald and Dumitrescu, Roman and Papanikolaou, Apostolos, year=2023, pages=2905–2914 

@articleCieply_Disselkamp_Dyck_Alturk_Kühn_Dumitrescu_2023, title=A systematic literature review on the Digital Twin of the factory in the context of the product and factory lifecycle, volume=119, DOI=10.1016/j.procir.2023.02.168, journal=Procedia CIRP, publisher=Elsevier BV, author=Cieply, Jonas and Disselkamp, Jan-Philipp and Dyck, Florian and Alturk, Waddah and Kühn, Arno and Dumitrescu, Roman, year=2023, pages=834–840 

@articleSeidenberg_Disselkamp_Jürgenhake_Grobbel_Dumitrescu_Papanikolaou_2023, title=Development of a modular architecture for complex mechatronic systems, volume=119, DOI=10.1016/j.procir.2023.02.186, journal=Procedia CIRP, publisher=Elsevier BV, author=Seidenberg, Tobias and Disselkamp, Jan-Philipp and Jürgenhake, Christoph and Grobbel, Daniel and Dumitrescu, Roman and Papanikolaou, Apostolos, year=2023, pages=1158–1163 

@articleDisselkamp_Cieply_Dyck_Grothe_Anacker_Dumitrescu_2023, title=Integrated product and production development - a systematic literature review, volume=119, DOI=10.1016/j.procir.2023.06.198, journal=Procedia CIRP, publisher=Elsevier BV, author=Disselkamp, Jan-Philipp and Cieply, Jonas and Dyck, Florian and Grothe, Robin and Anacker, Harald and Dumitrescu, Roman, year=2023, pages=716–721 

@inproceedingsWilke_Humpert_Mansheim_Anacker_Dumitrescu_2023, title=Systems Engineering Potentials and Use Cases for the Offer Phase in Special Purpose Machinery, DOI=10.35199/dfx2023.23, booktitle=DS 125: Proceedings of the 34th Symposium Design for X (D), publisher=The Design Society, author=Wilke, Daria and Humpert, Lynn10.35199/dfx2023.23__and Mansheim, Johanna10.35199/dfx2023.23__and Anacker, Harald10.35199/dfx2023.23__and Dumitrescu, Roman, year=2023 

@articleHaarmann_Machon_Rabe_Asmar_Dumitrescu_2023, title=Venture Client Model: A systematic Literature Review, volume=18, DOI=10.34190/ecie.18.1.1790, number=1, journal=European Conference on Innovation and Entrepreneurship, publisher=Academic Conferences International Ltd, author=Haarmann, Lennard and Machon, Fabian and Rabe, Martin and Asmar, Laban and Dumitrescu, Roman, year=2023, pages=345–355 

@inproceedingsKürpick_Kühn_Olszewski_Dumitrescu_2023, title=Framework for Dual Transformation: A Systematic Literature Review on the Interplays between Digitalization and Sustainability, DOI=10.1109/sustech57309.2023.10129630, booktitle=2023 IEEE Conference on Technologies for Sustainability (SusTech), publisher=IEEE, author=Kürpick, Christian and Kühn, Arno and Olszewski, Luca and Dumitrescu, Roman, year=2023 

@inproceedingsEllermann_Asmar_Dumitrescu_2023, title=A Technology Foresight Maturity Model, booktitle=ISPIM Conference Proceedings, author=Ellermann, Kai and Asmar, Laban and Dumitrescu, Roman, year=2023 

@inproceedingsBrock_Löhr_Brennig_Seger_Bartelheimer _von Enzberg_Kühn_Dumitrescu_2023, title=A process mining maturity model: Enabling organizations to  assess and improve their process mining activities, booktitle=ECIS 2023 Proceedings at AIS Electronic Library (AISeL)., author=Brock, Jonathan and Löhr, Bernd and Brennig, Katharina and Seger, Thilo and Bartelheimer, Christian and  von Enzberg, Sebastian and Kühn, Arno and Dumitrescu, Roman, year=2023, pages=256 

@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 

@articleJoppen_Kühn_Förster_Dumitrescu_2022, title=Evaluation of Industry 4.0 Applications in Production, DOI=10.1007/s13132-022-00959-2, journal=Journal of the Knowledge Economy, publisher=Springer Science and Business Media LLC, author=Joppen, Robert and Kühn, Arno and Förster, Magdalena and Dumitrescu, Roman, year=2022 

@articleJaps_Schmidt_Kargl_Kaiser_Kharatyan_Dumitrescu_2022, title=Collaborative Modeling of Use Case &;amp; Damage Scenarios in Online Workshops Using a 3D Environment, volume=2, DOI=10.1017/pds.2022.162, journal=Proceedings of the Design Society, publisher=Cambridge University Press (CUP), author=Japs, Sergej and Schmidt, Sebastian and Kargl, Frank and Kaiser, Lydia and Kharatyan, Aschot and Dumitrescu, Roman, year=2022, pages=1599–1608 

@articleJaps_Kargl_Anacker_Dumitrescu_2022, title=Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434, volume=109, DOI=10.1016/j.procir.2022.05.252, journal=Procedia CIRP, publisher=Elsevier BV, author=Japs, Sergej and Kargl, Frank and Anacker, Harald and Dumitrescu, Roman, year=2022, pages=293–298 

@inproceedingsMager_Jürgenhake_Dumitrescu_2022, title=Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers, booktitle=2022 14th German Microwave Conference (GeMiC), publisher=IEEE, author=Mager, Thomas and Jürgenhake, Christoph and Dumitrescu, Roman, year=2022, pages=224–227 

@inproceedingsGollner_Klausmann_Rasor_Dumitrescu_2022, title=Use Case Driven Digital Twin Generation, DOI=10.1109/icps51978.2022.9816907, booktitle=2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), publisher=IEEE, author=Gollner, Denis and Klausmann, Tobias and Rasor, Rik and Dumitrescu, Roman, year=2022 

@articleGabriel_Bentler_Grote_Junker_Wendischhoff_Bansmann_Latos_Hobscheidt_Kühn_Dumitrescu_2022, title=Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems, volume=109, DOI=10.1016/j.procir.2022.05.274, journal=Procedia CIRP, publisher=Elsevier BV, author=Gabriel, Stefan and Bentler, Dominik and Grote, Eva-Maria and Junker, Caroline and Wendischhoff, David Meyer zu and Bansmann, Michael and Latos, Benedikt and Hobscheidt, Daniela and Kühn, Arno and Dumitrescu, Roman, year=2022, pages=431–436 

@articleFörster_Kürpick_Hobscheidt_Kühn_Dumitrescu_2022, title=Cross-industry methods for strategic planning of the digital transformation of small and medium sized enterprises, volume=109, DOI=10.1016/j.procir.2022.05.257, journal=Procedia CIRP, publisher=Elsevier BV, author=Förster, Magdalena and Kürpick, Christian and Hobscheidt, Daniela and Kühn, Arno and Dumitrescu, Roman, year=2022, pages=322–327 

@articleKharatyan_Günther_Anacker_Japs_Dumitrescu_2022, title=Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering, volume=109, DOI=10.1016/j.procir.2022.05.299, journal=Procedia CIRP, publisher=Elsevier BV, author=Kharatyan, Aschot and Günther, Matthias and Anacker, Harald and Japs, Sergej and Dumitrescu, Roman, year=2022, pages=586–591 

@articleHumpert_Röhm_Anacker_Dumitrescu_Anderl_2022, title=Method for direct end customer integration into the agile product development, volume=109, DOI=10.1016/j.procir.2022.05.239, journal=Procedia CIRP, publisher=Elsevier BV, author=Humpert, Lynn and Röhm, Benjamin and Anacker, Harald and Dumitrescu, Roman and Anderl, Reiner, year=2022, pages=215–220 

@articleKoldewey_Hobscheidt_Pierenkemper_Kühn_Dumitrescu_2022, title=Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals, volume=39, DOI=https://doi.org/10.3390/sci4040039, number=4, journal=Sci, publisher=MDPI, author=Koldewey, Christian and Hobscheidt, Daniela and Pierenkemper, Christoph and Kühn, Arno and Dumitrescu, Roman, year=2022 

@articleGöllner_Rasor_Anacker_Dumitrescu_2022, title=Collaborative Modeling of Interoperable Digital Twins in a SoS Context, volume=107, DOI=10.1016/j.procir.2022.05.113, journal=Procedia CIRP, publisher=Elsevier BV, author=Göllner, Denis and Rasor, Rik and Anacker, Harald and Dumitrescu, Roman, year=2022, pages=1089–1094 

@articleMeyer_Fichtler_Koldewey_Dumitrescu_2022, title=Potentials and challenges of analyzing use phase data in product planning of manufacturing companies, volume=36, DOI=10.1017/s0890060421000408, number=e14, journal=Artificial Intelligence for Engineering Design, Analysis and Manufacturing, publisher=Cambridge University Press (CUP), author=Meyer, Maurice and Fichtler, Timm and Koldewey, Christian and Dumitrescu, Roman, year=2022 

@articleAnacker_Dumitrescu_Michels_Rasor_2022, title=EngOps – Ein Leitbild für das agile Zusammenwirken von Engineering und Operations, volume=117, DOI=10.1515/zwf-2022-1069, number=6, journal=Zeitschrift für wirtschaftlichen Fabrikbetrieb, publisher=Walter de Gruyter GmbH, author=Anacker, Harald and Dumitrescu, Roman and Michels, Nico and Rasor, Rik, year=2022, pages=405–409 

@articleReinhold_Siewert_Scholtysik_Rasor_Koldewey_Dumitrescu_2022, title=Software-gestützte Planung der Smart-Service-Transformation, volume=117, DOI=10.1515/zwf-2022-1048, number=5, journal=Zeitschrift für wirtschaftlichen Fabrikbetrieb, publisher=Walter de Gruyter GmbH, author=Reinhold, Jannik and Siewert, Michael and Scholtysik, Michel and Rasor, Anja and Koldewey, Christian and Dumitrescu, Roman, year=2022, pages=312–316 

@inproceedingsPanzner_Meyer_Enzberg_Dumitrescu_2022, title=Business-to-Analytics Canvas - Translation of Product Planning-Related Business Use Cases into Concrete Data Analytics Tasks, volume=109, DOI=10.1016/j.procir.2022.05.298, booktitle=Procedia CIRP, publisher=Elsevier BV, author=Panzner, Melina and Meyer, Maurice and Enzberg, Sebastian von and Dumitrescu, Roman, year=2022, pages=580–585 

@articleReinhold_Koldewey_Dumitrescu_2022, title=Value Creation Framework and Roles for Smart Services, volume=109, DOI=10.1016/j.procir.2022.05.271, journal=Procedia CIRP, publisher=Elsevier BV, author=Reinhold, Jannik and Koldewey, Christian and Dumitrescu, Roman, year=2022, pages=413–418 

@inproceedingsÖzcan_Kirchberg_Koldewey_Dumitrescu_2022, place=Athens, title=Performance Management Approach for Digital Platforms in B Markets, booktitle=The Role of Innovation: Past, Present, Future, author=Özcan, Leon and Kirchberg, Lisa and Koldewey, Christian and Dumitrescu, Roman, editor=Bitran, Iain and Bitetti, Leandro and  Conn, Steffen and Fishburn, Jessica and Huizingh, Eelko  and Torkkeli, Marko and Yang, Jialei, year=2022 

@inproceedingsÖzcan_Koldewey_Duparc_van der Valk_Otto_Dumitrescu_2022, title=Why do Digital Platforms succeed or fail? - A Literature Review on Success and Failure Factors, author=Özcan, Leon and Koldewey, Christian and Duparc, Estelle and van der Valk, Hendrik and Otto, Boris and Dumitrescu, Roman, year=2022 

@inproceedingsAsmar_Grigoryan_Kuhn_Dumitrescu_2022, title=Survey on methods for early prototyping and validation of technical product ideas, DOI=10.1109/indin51773.2022.9976130, booktitle=2022 IEEE 20th International Conference on Industrial Informatics (INDIN), publisher=IEEE, author=Asmar, Laban and Grigoryan, Khoren and Kuhn, Arno and Dumitrescu, Roman, year=2022 

@inproceedingsKaiser_Schräder_Bernijazov_Foullois_Dumitrescu_2022, place=Bremen, title=Ein Ansatz zur Strukturierung von KI-Assistenzen im Model-Based Systems Engineering, booktitle=Tag des Systems Engineering, author=Kaiser, Lydia and Schräder, Elena and Bernijazov, Ruslan and Foullois, Marc and Dumitrescu, Roman, editor=Koch, Walter and Wilke, Daria and Dreiseitel, Stefan and Kaffenberger, Rüdiger and Gesellschaft für Systems Engineering e.V., 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 

@inproceedingsScholtysik_Rohde_Koldewey_Dumitrescu_2022, title=Adapting the product design to the circular economy using R-principles, author=Scholtysik, Michel and Rohde, Malte and Koldewey, Christian and Dumitrescu, Roman, year=2022 

@inproceedingsKödding_Dumitrescu_2022, title=Szenario-Technik mit digitalen Technologien, booktitle=Digitalisierung souverän gestalten II, author=Ködding, Patrick and Dumitrescu, Roman, editor=Hartmann, Ernst A., year=2022 

@inproceedingsKödding_Dumitrescu_2021, place=Berlin, Heidelberg, title=Szenario-Technik mit digitalen Technologien (in Druck), booktitle=Digitalisierung souverän gestalten, publisher=Springer Vieweg, author=Ködding, Patrick and Dumitrescu, Roman, editor=Hartmann, Ernst A., year=2021 

@inproceedingsFörster_Rabe_Kühn_Dumitrescu_2021, title=Practical approach for the development of digital guidelines for smart cities, booktitle=Proceedings of the IEEE E-TEMS 2021, author=Förster, Magdalena and Rabe, Martin and Kühn, Arno and Dumitrescu, Roman, year=2021 

@inproceedingsTekaat_Anacker_Dumitrescu_2021, title=The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review, booktitle= Proceedings of the 7th IEEE International Symposium on Systems Engineering, author=Tekaat, Julian and Anacker, Harald and Dumitrescu, Roman, year=2021 

@inproceedingsWilke_Schierbaum_Kaiser_Dumitrescu_2021, title=Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering, booktitle=Proceedings of the International Conference on Engineering Design, ICED 2021, author=Wilke, Daria and Schierbaum, Anja and Kaiser, Lydia and Dumitrescu, Roman, year=2021 

@inproceedingsEckertz_Anacker_Dumitrescu_2021, title=Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems, volume=298, booktitle=Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0, publisher=Springer International Publishing, author=Eckertz, Daniel and Anacker, Harald and Dumitrescu, Roman, editor=Auer, Michael E. and Bhimavaram, Kalyan Ram and Yue, Xiao-Guang, year=2021, pages=451–463 

@inproceedingsGabriel_Grauthoff_Joppen_Kühn_Dumitrescu_2021, title=Analyzing socio-technical risks in implementation of Industry 4.0-use cases, volume=100, booktitle=Procedia CIRP, author=Gabriel, Stefan and Grauthoff, Tobias and Joppen, Robert and Kühn, Arno and Dumitrescu, Roman, year=2021, pages=241–246 

@inproceedingsKharatyan_Jürgenhake_Dumitrescu_2021, title=Towards generative design in the development of mechatronic integrated devices (MID), volume=Vol. 100, booktitle=Procedia CIRP, author=Kharatyan, Aschot and Jürgenhake, Christoph and Dumitrescu, Roman, year=2021, pages=373–378 

@inproceedingsMager_Jürgenhake_Dumitrescu_2021, title=Approach for a modular design methodology for an efficient development of 3D MID components, booktitle=14th International Congress Molded Interconnect Devices (MID), author=Mager, Thomas and Jürgenhake, Christoph and Dumitrescu, Roman, year=2021, pages=1–9 

@inproceedingsHemmelgarn_Ehlert_Mager_Jürgenhake_Dumitrescu_2021, title=Evaluation of different additive manufacturing technologies for MIDs in the context of smart sensor systems for retrofit applications, booktitle=14th International Congress Molded Interconnect Devices (MID), author=Hemmelgarn, Florian and Ehlert, Patrick and Mager, Thomas and Jürgenhake, Christoph and Dumitrescu, Roman, year=2021 

@inproceedingsMenzefricke_Wiederkehr_Koldewey_Dumitrescu_2021, title=Socio-technical risk management in the age of digital transformation – identification and analysis of existing approaches, volume=100, booktitle=Procedia CIRP, author=Menzefricke, Jörn Steffen and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman, year=2021, pages=708–713 

@inproceedingsSchnasse_Menzefricke_Dumitrescu_2021, title=Identification of Socio-Technical Risks and Their Correlations in the Context of Digital Transformation for the Manufacturing Sector, booktitle=Proceedings of the IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA), author=Schnasse, Felix and Menzefricke, Jörn Steffen and Dumitrescu, Roman, year=2021, pages=159–166 

@inproceedingsJaps_Anacker_Dumitrescu_2021, title=SAVE: Security &; safety by model-based systems engineering on the example of automotive industry, booktitle=Procedia CIRP, author=Japs, Sergej and Anacker, Harald and Dumitrescu, Roman, year=2021, pages=187–192 

@inproceedingsDumitrescu_Anacker_Grote_Rasor_Tekaat_Meyer_Gausemeier_Steglich_2021, place=Paderborn, title=Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering, booktitle=Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, publisher=Heinz Nixdorf Institut, Universität Paderborn, author=Dumitrescu, Roman and Anacker, Harald and Grote, Eva-Maria and Rasor, Rik and Tekaat, Julian and Meyer, Maurice and Gausemeier, Jürgen and Steglich, Steffen, editor=Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman, year=2021 

@inproceedingsKharatyan_Tekaat_Japs_Anacker_Dumitrescu_2021, title=Metamodel for safety and security integrated system architecture modeling, volume=Vol. 1, booktitle= Proceedings of the Design Society, author=Kharatyan, Aschot and Tekaat, Julian and Japs, Sergej and Anacker, Harald and Dumitrescu, Roman, year=2021, pages=2027–2036 

@articleMeyer_Wiederkehr_Koldewey_Dumitrescu_2021, title=UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW, DOI=10.1017/pds.2021.590, journal=Proceedings of the Design Society, author=Meyer, Maurice and Wiederkehr, Ingrid and Koldewey, Christian and Dumitrescu, Roman, year=2021, pages=3289–3298 

@inproceedingsMeyer_Hemkentokrax_Koldewey_Dumitrescu_Tröster_Schlegel_Kling_Rapp_Albers_2021, place=Paderborn, title=Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis, volume=400, booktitle=Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, publisher=Heinz Nixdorf Institut, Universität Paderborn, author=Meyer, Maurice and Hemkentokrax, Jan-Philipp and Koldewey, Christian and Dumitrescu, Roman and Tröster, Peter M. and Schlegel, Michael and Kling, Christopher L. and Rapp, Simon and Albers, Albert, editor=Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman, year=2021 

@articleMeyer_Panzner_Koldewey_Dumitrescu_2021, title=Towards Identifying Data Analytics Use Cases in Product Planning, volume=104, journal=Procedia CIRP, author=Meyer, Maurice and Panzner, Melina and Koldewey, Christian and Dumitrescu, Roman, year=2021, pages=1179–1184 

@inproceedingsHemkentokrax_Eckelt_Haarmann_Koldewey_Dumitrescu_2021, place=Paderborn, title=Die Kraft von Startup-Partnerschaften  für das Innovationssystem eines Automobilzulieferers, volume=400, booktitle=Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, publisher=Heinz Nixdorf Institut, Universität Paderborn, author=Hemkentokrax, Jan-Philipp and Eckelt, Daniel and Haarmann, Lennard and Koldewey, Christian and Dumitrescu, Roman, editor=Gausemeier, Jürgen and Bauer, Wilhelm and Dumitrescu, Roman, year=2021