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305 Publications


2021 | Conference Paper | LibreCat-ID: 21272
P. Ködding and R. Dumitrescu, “Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung,” in Digitalisisierung souverän gestalten, 2021, pp. 59–73.
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2020 | Journal Article | LibreCat-ID: 19864
M. Meyer, M. Frank, M. Massmann, and R. Dumitrescu, “Research and Consulting in Data-Driven Strategic Product Planning,” Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020), 2020.
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2020 | Journal Article | LibreCat-ID: 19866
M. Meyer, M. Frank, M. Massmann, and R. Dumitrescu, “Research and Consulting in Data-Driven Strategic Product Planning,” Journal of Systemics, Cybernetics and Informatics, vol. 18, no. 2, pp. 55–61, 2020.
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2020 | Journal Article | LibreCat-ID: 21269
P. Ködding, J. Reinhold, M. Scholtysik, and R. Dumitrescu, “Consulting via Research in IMPRESS,” Journal of Systemics, Cybernetics and Informatics, vol. 18, no. 2, pp. 14–19, 2020.
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2020 | Journal Article | LibreCat-ID: 21281
M. Drewel, L. Özcan, C. Koldewey, and J. Gausemeier, “Pattern‐based development of digital platforms,” Creativity and Innovation Management, 2020.
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2020 | Conference Paper | LibreCat-ID: 21377
C. Pierenkemper and J. Gausemeier, “Developing Strategies for Digital Transformation in SMEs with Maturity Models,” in Proceeding of the ISPIM Connects, Bangkok, 2020.
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2020 | Journal Article | LibreCat-ID: 21379
R. Dumitrescu, M. Drewel, and T. Falkowski, “KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung,” ZWF, Zeitschrift für wirtschaftliche Fabrikplanung, no. 1–2, pp. 86–90, 2020.
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2020 | Conference Paper | LibreCat-ID: 21380
H. Anacker, R. Dumitrescu, A. Kharatyan, and A. Lipsmeier, “Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems,” in Proceedings of the Design Society, Cavtat, 2020, pp. 1195–1204.
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2020 | Conference Paper | LibreCat-ID: 21381
A. Lipsmeier, A. Kühn, R. Joppen, and R. Dumitrescu, “Process for the development of a digital strategy,” in Procedia CIRP, 2020, no. 88, pp. 173–178.
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2020 | Conference Paper | LibreCat-ID: 21382
S. Japs, A. Kharatyan, J. Tekaat, L. Kaiser, and R. Dumitrescu, “Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation,” in Proceedings of the Design Society, Cavtat, 2020.
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2020 | Conference Paper | LibreCat-ID: 21383
C. Jürgenhake, H. Anacker, and R. Dumitrescu, “The digital Stadium – From future scenarios to technology and business model development,” in Proceedings of the IEEE, Dortmund, 2020.
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2020 | Conference Paper | LibreCat-ID: 21384
D. Röltgen and R. Dumitrescu, “Classification of Industrial Augmented Reality Use Cases,” in Procedia CIRP, 2020, no. 91, pp. 93–100.
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2020 | Conference Paper | LibreCat-ID: 21385
D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Development of risk-optimized implementation paths for Industry 4.0 based on socio-technical pattern,” in Procedia CIRP, 2020, no. 91, pp. 832–837.
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2020 | Conference Paper | LibreCat-ID: 21386
F. Wortmann, K. Ellermann, A. Kühn, and R. Dumitrescu, “Ideation for digital platforms based on a companies‘ ecosystem,” in Procedia CIRP, 2020, no. 91, pp. 559–564.
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2020 | Conference Paper | LibreCat-ID: 21387
F. Dyck, J. Stöcklein, D. Eckertz, and R. Dumitrescu, “Mixed Mock-up – Development of an Interactive Augmented Reality System for Assembly Planning,” in Virtual, Augmented and Mixed Reality. Design and Interaction , Copenhagen, 2020, pp. 37–49.
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2020 | Conference Paper | LibreCat-ID: 21388
L. Bretz, U. Koenemann, H. Anacker, and R. Dumitrescu, “A contribution to the design of organizational structures suitable for Systems Engineering,” in Procedia CIRP, 2020, no. 91, pp. 101–106.
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2020 | Conference Paper | LibreCat-ID: 21389
M. Hillebrand, M. Greinert, O. Herzog, and R. Dumitrescu, “Advanced Monkey Testing for connected autonomous systems,” in Proceedings of the 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE), Budapest, 2020, pp. 163–168.
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2020 | Conference Paper | LibreCat-ID: 21390
M. Hillebrand, M. Lakhani, and R. Dumitrescu, “A design methodology for deep reinforcement learning for autonomous Systems,” in Procedia Manufacturing 52, 2020, no. 52, pp. 266–271.
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2020 | Book Chapter | LibreCat-ID: 21391
F. Reinhart, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Machine Learning for Process-X: A Taxonomy,” in Machine Learning for Cyber Physical Systems. Technologien für die intelligente Automation (Technologies for Intelligent Automation), vol. 11, J. Beyerer, A. Maier, and O. Niggemann, Eds. Springer Vieweg, Berlin, Heidelberg, 2020, pp. 25–33.
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2020 | Conference Paper | LibreCat-ID: 21392
M. Henkenjohann, R. Joppen, D. Köchling, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Identification and specification of standard modules in production for a material flow simulation,” in Procedia CIRP, Gulf of Naples, 2020.
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2020 | Conference Paper | LibreCat-ID: 21394
E.-M. Grote, S. Pfeifer, D. Röltgen, A. Kühn, and R. Dumitrescu, “Towards defining role models in Advanced Systems Engineering,” in Proceedings of the 2020 IEEE International Symposium on Systems Engineering, Wien, 2020.
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2020 | Book Chapter | LibreCat-ID: 21395
R. Dumitrescu, C. Tschirner, and M. Bansmann, “Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung,” in Handbuch Gestaltung digitaler und vernetzter Arbeitswelten, G. Maier, G. Engels, and E. Steffen, Eds. Springer-Verlag GmbH, 2020, pp. 405–432.
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2020 | Conference Paper | LibreCat-ID: 21438
S. Japs, A. Kharatyan, L. Kaiser, and R. Dumitrescu, “CONSENS 3D: Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation,” in Proceedings of the 16th International Design Conference (DESIGN 2020), Cavtat, 2020.
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2020 | Conference Paper | LibreCat-ID: 21439
S. Pfeifer, T. Seidenberg, C. Jürgenhake, H. Anacker, and R. Dumitrescu, “Towards a modular product architecture for electric ferries using Model- Based Systems Engineering,” in Procedia Manufacturing, 2020.
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2020 | Conference Paper | LibreCat-ID: 21440
C. Wiecher, S. Japs, L. Kaiser, J. Greenyer, C. Wolff, and R. Dumitrescu, “Scenarios in the Loop: Integrated Requirements  Analysis and Automotive System Validation,” in ACM/IEEE 23rd  International Conference on Model Driven Engineering Languages and Systems  (MODELS ’20 Companion), 2020.
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2020 | Conference Paper | LibreCat-ID: 21441
J. Yee et al., “Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data,” in IOP Conference Series: Materials Science and Engineering, 2020.
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2020 | Special Issue | LibreCat-ID: 21486
R. Bernijazov, L. Özcan, and R. Dumitrescu, Eds., AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation , no. 122. 2020, pp. 36–37.
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2020 | Conference Paper | LibreCat-ID: 17405
M. Frank, J. Gausemeier, N. Hennig-Cardinal von Widdern, C. Koldewey, J. S. Menzefricke, and J. Reinhold, “A reference process for the Smart Service business: development and practical implications,” in Proceedings of the ISPIM connects, 2020.
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2020 | Conference Paper | LibreCat-ID: 17406
J.-K. Becker, K. Joachim, C. Koldewey, J. Reinhold, and R. Dumitrescu, “Scaling Digital Business Models: A Case from the Automotive Industry,” in Proceedings of the 2020 ISPIM Innovation Conference (Virtual) Event “Innovating in Times of Crisis,” 2020.
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2020 | Conference Paper | LibreCat-ID: 18876 | OA
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and E. Buss, “In-depth Analysis of the Effects of Smart Services on Value Creation,” in Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative Community, 2020.
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2020 | Conference Paper | LibreCat-ID: 20305
J. S. Menzefricke, M. Frank, M. Drewel, and R. Dumitrescu, “Value-centered design of a digital service robotics platform,” in Procedia CIRP, 2020, vol. 91, pp. 690–695.
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2020 | Conference Paper | LibreCat-ID: 20307
F. Schnasse et al., “Identification of socio-technical changes caused by Industry 4.0,” in Proceedings of the Hamburg International Conference of Logistics (HICL), 2020, vol. 29.
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2020 | Conference Paper | LibreCat-ID: 20355
C. Koldewey, J. Gausemeier, N. Chohan, M. Frank, J. Reinhold, and R. Dumitrescu, “Aligning Strategy and Structure for Smart Service Businesses in Manufacturing,” in Proceedings of the IEEE International Conference on Technology Management, Operations and Decisions ”Disruptive Technologies and Social Impacts”, Marrakesch, Marocco.
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2020 | Journal Article | LibreCat-ID: 20363
C. Koldewey, M. Frank, J. Gausemeier, A. Bäsecke, J. Reinhold, and R. Dumitrescu, “Systematische Entwicklung von Normstrategien für Smart Services,” ZWF Zeitschrift für wirtschaftliche Fabrikplanung, vol. 115, no. 7–8, pp. 524–528, 2020.
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2020 | Book Chapter | LibreCat-ID: 20365
C. Koldewey, J. Reinhold, and R. Dumitrescu, “Planning a Smart Service Business Integrating External Partners,” in Managing Digital Open Innovation, vol. Volume 5, P.-J. Barlatier and A.-L. Mention, Eds. World Scientific Publishing Company, 2020, pp. 255–298.
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2020 | Journal Article | LibreCat-ID: 20447
M. Massmann, M. Meyer, M. Frank, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Method for data inventory and classification,” Procedia CIRP, no. 93, pp. 234–239, 2020.
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2020 | Journal Article | LibreCat-ID: 20448
M. Meyer, M. Frank, M. Massmann, N. Wendt, and R. Dumitrescu, “Data-Driven Product Generation and Retrofit Planning,” Procedia CIRP, no. 93, pp. 965–970, 2020.
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2020 | Journal Article | LibreCat-ID: 20449
E. Uhlmann, R. Dumitrescu, J. Polte, M. Meyer, and D. Simsek, “Datengetriebene Steigerung der Verfügbarkeit,” wt Werkstattstechnik online , vol. 110, no. 07–08, pp. 532–535, 2020.
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2020 | Journal Article | LibreCat-ID: 20450
M. Massmann, M. Meyer, M. Frank, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Framework for Data Analytics in Data-Driven Product Planning,” Procedia Manufacturing, 2020.
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2020 | Book Chapter | LibreCat-ID: 20568 | OA
J. Reinhold, C. Koldewey, and R. Dumitrescu, “GEMINI-Modellierungssprache für Wertschöpfungssysteme,” in Der Geschäftsmodell-Toolguide , B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 52–56.
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2020 | Book Chapter | LibreCat-ID: 20570 | OA
C. Koldewey, J. Reinhold, and R. Dumitrescu, “GEMINI-Geschäftsmodellmuster-Kartenset,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 61–66.
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2020 | Book Chapter | LibreCat-ID: 20571 | OA
C. Koldewey, J. Reinhold, and R. Dumitrescu, “Geschäftsmodellvalidierung,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 106–111.
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2020 | Book Chapter | LibreCat-ID: 20573 | OA
C. Koldewey, J. Reinhold, and R. Dumitrescu, “Geschäftsmodell-Roadmapping,” in Der Geschäftsmodell-Toolguide, B. Buchholz and M. Bürger, Eds. Frankfurt am Main: Campus Verlag, 2020, pp. 138–143.
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2020 | Journal Article | LibreCat-ID: 18350
C. Koldewey, M. Meyer, P. Stockbrügger, R. Dumitrescu, and J. Gausemeier, “Framework and Functionality Patterns for Smart Service Innovation,” Procedia CIRP, no. 91, pp. 851–857, 2020.
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2020 | Journal Article | LibreCat-ID: 37122
N. Niewöhner, L. Asmar, D. Röltgen, A. Kühn, and R. Dumitrescu, “The impact of the 4th industrial revolution on the design fields of innovation management,” Procedia CIRP, vol. 91, pp. 43–48, 2020, doi: 10.1016/j.procir.2020.02.149.
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2020 | Book | LibreCat-ID: 37125
G. Schuh, R. Anderl, R. Dumitrescu, A. Krüger, and M. ten Hompel, Der Industrie 4.0 Maturity Index in der betrieblichen Anwendung. Aktuelle Herausforderungen, Fallbeispiele und Entwicklungstrends (acatech KOOPERATION). München: acatech – Deutsche Akademie der Technikwissenschaften, 2020.
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2019 | Journal Article | LibreCat-ID: 17392
M. Massmann et al., “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” Procedia CIRP, pp. 992–997, 2019.
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2019 | Journal Article | LibreCat-ID: 17395
C. Koldewey, J. Reinhold, R. Dumitrescu, M. Frank, T. Schweppe, and A. Melzer, “Gestaltung hybrider Wertschöpfung und Arbeit im Kontext von Smart Services,” ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, pp. 380–384, 2019.
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2019 | Newspaper Article | LibreCat-ID: 17402
C. Koldewey and R. Dumitrescu, “Strategie als Erfolgsfaktor,” ServiceToday, no. 4, pp. 76–77, 2019.
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2019 | Conference Paper | LibreCat-ID: 17403
C. Koldewey, H. H. Evers, R. Dumitrescu, M. Frank, J. Gausemeier, and J. Reinhold, “Development Process for Smart Service Strategies,” in Proceedings of The XXX ISPIM INNOVATION CONFERENCE, 2019, vol. 93.
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