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305 Publications
2021 | Conference Paper | LibreCat-ID: 21272
Ködding, P., & Dumitrescu, R. (2021). Forschungsfelder für Künstliche Intelligenz in der strategischen Produktplanung. In E. A. Hartmann (Ed.), Digitalisisierung souverän gestalten (pp. 59–73). Springer Vieweg.
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2020 | Journal Article | LibreCat-ID: 19864
Meyer, M., Frank, M., Massmann, M., & Dumitrescu, R. (2020). Research and Consulting in Data-Driven Strategic Product Planning. Proceedings of The 11th International Multi-Conference on Complexity, Informatics and Cybernetics (IMCIC 2020).
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2020 | Journal Article | LibreCat-ID: 19866
Meyer, M., Frank, M., Massmann, M., & Dumitrescu, R. (2020). Research and Consulting in Data-Driven Strategic Product Planning. Journal of Systemics, Cybernetics and Informatics, 18(2), 55–61.
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2020 | Journal Article | LibreCat-ID: 21269
Ködding, P., Reinhold, J., Scholtysik, M., & Dumitrescu, R. (2020). Consulting via Research in IMPRESS. Journal of Systemics, Cybernetics and Informatics, 18(2), 14–19.
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2020 | Journal Article | LibreCat-ID: 21281
Drewel, M., Özcan, L., Koldewey, C., & Gausemeier, J. (2020). Pattern‐based development of digital platforms. Creativity and Innovation Management. https://doi.org/10.1111/caim.12415
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| DOI
2020 | Conference Paper | LibreCat-ID: 21377
Pierenkemper, C., & Gausemeier, J. (2020). Developing Strategies for Digital Transformation in SMEs with Maturity Models. In Proceeding of the ISPIM Connects. Bangkok.
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2020 | Journal Article | LibreCat-ID: 21379
Dumitrescu, R., Drewel, M., & Falkowski, T. (2020). KI-Marktplatz: Das Ökosystem für Künstliche Intelligenz in der Produktentstehung. ZWF, Zeitschrift für wirtschaftliche Fabrikplanung, (1–2), 86–90.
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2020 | Conference Paper | LibreCat-ID: 21380
Anacker, H., Dumitrescu, R., Kharatyan, A., & Lipsmeier, A. (2020). Pattern based systems engineering – application of solution patterns in the design of intelligent technical systems. In Proceedings of the Design Society (pp. 1195–1204). Cavtat.
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2020 | Conference Paper | LibreCat-ID: 21381
Lipsmeier, A., Kühn, A., Joppen, R., & Dumitrescu, R. (2020). Process for the development of a digital strategy. In Procedia CIRP (pp. 173–178).
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2020 | Conference Paper | LibreCat-ID: 21382
Japs, S., Kharatyan, A., Tekaat, J., Kaiser, L., & Dumitrescu, R. (2020). Method for 3D-Environment Driven Domain Knowledge Elicitaion and System Model Generation. In Proceedings of the Design Society. Cavtat.
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2020 | Conference Paper | LibreCat-ID: 21383
Jürgenhake, C., Anacker, H., & Dumitrescu, R. (2020). The digital Stadium – From future scenarios to technology and business model development. In Proceedings of the IEEE. Dortmund.
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2020 | Conference Paper | LibreCat-ID: 21384
Röltgen, D., & Dumitrescu, R. (2020). Classification of Industrial Augmented Reality Use Cases. In Procedia CIRP (pp. 93–100).
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2020 | Conference Paper | LibreCat-ID: 21385
Hobscheidt, D., Kühn, A., & Dumitrescu, R. (2020). Development of risk-optimized implementation paths for Industry 4.0 based on socio-technical pattern. In Procedia CIRP (pp. 832–837).
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2020 | Conference Paper | LibreCat-ID: 21386
Wortmann, F., Ellermann, K., Kühn, A., & Dumitrescu, R. (2020). Ideation for digital platforms based on a companies‘ ecosystem. In Procedia CIRP (pp. 559–564).
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2020 | Conference Paper | LibreCat-ID: 21387
Dyck, F., Stöcklein, J., Eckertz, D., & Dumitrescu, R. (2020). Mixed Mock-up – Development of an Interactive Augmented Reality System for Assembly Planning. In Virtual, Augmented and Mixed Reality. Design and Interaction (pp. 37–49). Copenhagen.
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2020 | Conference Paper | LibreCat-ID: 21388
Bretz, L., Koenemann, U., Anacker, H., & Dumitrescu, R. (2020). A contribution to the design of organizational structures suitable for Systems Engineering. In Procedia CIRP (pp. 101–106).
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2020 | Conference Paper | LibreCat-ID: 21389
Hillebrand, M., Greinert, M., Herzog, O., & Dumitrescu, R. (2020). Advanced Monkey Testing for connected autonomous systems. In Proceedings of the 2020 IEEE 15th International Conference of System of Systems Engineering (SoSE) (pp. 163–168). Budapest.
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2020 | Conference Paper | LibreCat-ID: 21390
Hillebrand, M., Lakhani, M., & Dumitrescu, R. (2020). A design methodology for deep reinforcement learning for autonomous Systems. In Procedia Manufacturing 52 (pp. 266–271). https://doi.org/10.1016/j.promfg.2020.11.044
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| DOI
2020 | Book Chapter | LibreCat-ID: 21391
Reinhart, F., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2020). Machine Learning for Process-X: A Taxonomy. In J. Beyerer, A. Maier, & O. Niggemann (Eds.), Machine Learning for Cyber Physical Systems. Technologien für die intelligente Automation (Technologies for Intelligent Automation) (Vol. 11, pp. 25–33). Springer Vieweg, Berlin, Heidelberg.
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2020 | Conference Paper | LibreCat-ID: 21392
Henkenjohann, M., Joppen, R., Köchling, D., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2020). Identification and specification of standard modules in production for a material flow simulation. In Procedia CIRP. Gulf of Naples.
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2020 | Conference Paper | LibreCat-ID: 21394
Grote, E.-M., Pfeifer, S., Röltgen, D., Kühn, A., & Dumitrescu, R. (2020). Towards defining role models in Advanced Systems Engineering. In Proceedings of the 2020 IEEE International Symposium on Systems Engineering. Wien.
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2020 | Book Chapter | LibreCat-ID: 21395
Dumitrescu, R., Tschirner, C., & Bansmann, M. (2020). Systems Engineering als Grundlage der Gestaltung digitaler Arbeitswelten in der Produktentstehung. In G. Maier, G. Engels, & E. Steffen (Eds.), Handbuch Gestaltung digitaler und vernetzter Arbeitswelten (pp. 405–432). Springer-Verlag GmbH.
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2020 | Conference Paper | LibreCat-ID: 21438
Japs, S., Kharatyan, A., Kaiser, L., & Dumitrescu, R. (2020). 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.
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2020 | Conference Paper | LibreCat-ID: 21439
Pfeifer, S., Seidenberg, T., Jürgenhake, C., Anacker, H., & Dumitrescu, R. (2020). Towards a modular product architecture for electric ferries using Model- Based Systems Engineering. In Procedia Manufacturing.
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2020 | Conference Paper | LibreCat-ID: 21440
Wiecher, C., Japs, S., Kaiser, L., Greenyer, J., Wolff, C., & Dumitrescu, R. (2020). 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).
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2020 | Conference Paper | LibreCat-ID: 21441
Yee, J., Low, C. Y., Ong, P., Soh, W., Hannapiah, F. A., Zakaria, N., … Dumitrescu, R. (2020). Verification of Mathematical Model for Upper Limb Spasticity with Clinical Data. In IOP Conference Series: Materials Science and Engineering. https://doi.org/10.1088/1757-899x/824/1/012013
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| DOI
2020 | Special Issue | LibreCat-ID: 21486
Bernijazov, R., Özcan, L., & Dumitrescu, R. (Eds.). (2020). AI Marketplace – The Ecosystem for Artificial Intelligence in Product Creation . ERCIM News (pp. 36–37).
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2020 | Conference Paper | LibreCat-ID: 17405
Frank, M., Gausemeier, J., Hennig-Cardinal von Widdern, N., Koldewey, C., Menzefricke, J. S., & Reinhold, J. (2020). A reference process for the Smart Service business: development and practical implications. In Proceedings of the ISPIM connects. International Society for Professional Innovation Management (ISPIM).
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2020 | Conference Paper | LibreCat-ID: 17406
Becker, J.-K., Joachim, K., Koldewey, C., Reinhold, J., & Dumitrescu, R. (2020). 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.” ISPIM Innovation Conference.
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2020 | Conference Paper | LibreCat-ID: 18876 | 
Reinhold, J., Frank, M., Koldewey, C., Dumitrescu, R., & Buss, E. (2020). In-depth Analysis of the Effects of Smart Services on Value Creation. In Proceedings of the ISPIM Connects Bangkok – Partnering for an Innovative Community. LUT Scientific and Expertise Publications.
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2020 | Conference Paper | LibreCat-ID: 20305
Menzefricke, J. S., Frank, M., Drewel, M., & Dumitrescu, R. (2020). Value-centered design of a digital service robotics platform. In K. Mpofu & P. Butala (Eds.), Procedia CIRP (Vol. 91, pp. 690–695).
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2020 | Conference Paper | LibreCat-ID: 20307
Schnasse, F., Menzefricke, J. S., Gabriel, S., Hobscheidt, D., Parlings, M., Kühn, A., & Dumitrescu, R. (2020). Identification of socio-technical changes caused by Industry 4.0. In Proceedings of the Hamburg International Conference of Logistics (HICL) (Vol. 29).
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2020 | Conference Paper | LibreCat-ID: 20355
Koldewey, C., Gausemeier, J., Chohan, N., Frank, M., Reinhold, J., & Dumitrescu, R. (n.d.). Aligning Strategy and Structure for Smart Service Businesses in Manufacturing. In IEEE (Ed.), 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
Koldewey, C., Frank, M., Gausemeier, J., Bäsecke, A., Reinhold, J., & Dumitrescu, R. (2020). Systematische Entwicklung von Normstrategien für Smart Services. ZWF Zeitschrift für wirtschaftliche Fabrikplanung, 115(7–8), 524–528. https://doi.org/10.3139/104.112297
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| DOI
2020 | Book Chapter | LibreCat-ID: 20365
Koldewey, C., Reinhold, J., & Dumitrescu, R. (2020). Planning a Smart Service Business Integrating External Partners. In P.-J. Barlatier & A.-L. Mention (Eds.), Managing Digital Open Innovation (Vol. Volume 5, pp. 255–298). World Scientific Publishing Company. https://doi.org/10.1142/9789811219238_0010
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| DOI
2020 | Journal Article | LibreCat-ID: 20447
Massmann, M., Meyer, M., Frank, M., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2020). Method for data inventory and classification. Procedia CIRP, (93), 234–239.
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2020 | Journal Article | LibreCat-ID: 20448
Meyer, M., Frank, M., Massmann, M., Wendt, N., & Dumitrescu, R. (2020). Data-Driven Product Generation and Retrofit Planning. Procedia CIRP, (93), 965–970.
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2020 | Journal Article | LibreCat-ID: 20449
Uhlmann, E., Dumitrescu, R., Polte, J., Meyer, M., & Simsek, D. (2020). Datengetriebene Steigerung der Verfügbarkeit. Wt Werkstattstechnik Online , 110(07–08), 532–535.
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2020 | Journal Article | LibreCat-ID: 20450
Massmann, M., Meyer, M., Frank, M., von Enzberg, S., Kühn, A., & Dumitrescu, R. (2020). Framework for Data Analytics in Data-Driven Product Planning. Procedia Manufacturing.
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2020 | Book Chapter | LibreCat-ID: 20568 |
Reinhold, J., Koldewey, C., & Dumitrescu, R. (2020). GEMINI-Modellierungssprache für Wertschöpfungssysteme. In B. Buchholz & M. Bürger (Eds.), Der Geschäftsmodell-Toolguide (pp. 52–56). Frankfurt am Main: Campus Verlag.
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2020 | Book Chapter | LibreCat-ID: 20570 |
Koldewey, C., Reinhold, J., & Dumitrescu, R. (2020). GEMINI-Geschäftsmodellmuster-Kartenset. In B. Buchholz & M. Bürger (Eds.), Der Geschäftsmodell-Toolguide (pp. 61–66). Frankfurt am Main: Campus Verlag.
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2020 | Book Chapter | LibreCat-ID: 20571 |
Koldewey, C., Reinhold, J., & Dumitrescu, R. (2020). Geschäftsmodellvalidierung. In B. Buchholz & M. Bürger (Eds.), Der Geschäftsmodell-Toolguide (pp. 106–111). Frankfurt am Main: Campus Verlag.
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2020 | Book Chapter | LibreCat-ID: 20573 |
Koldewey, C., Reinhold, J., & Dumitrescu, R. (2020). Geschäftsmodell-Roadmapping. In B. Buchholz & M. Bürger (Eds.), Der Geschäftsmodell-Toolguide (pp. 138–143). Frankfurt am Main: Campus Verlag.
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2020 | Journal Article | LibreCat-ID: 18350
Koldewey, C., Meyer, M., Stockbrügger, P., Dumitrescu, R., & Gausemeier, J. (2020). Framework and Functionality Patterns for Smart Service Innovation. Procedia CIRP, (91), 851–857. https://doi.org/10.1016/j.procir.2020.02.244
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| DOI
2020 | Journal Article | LibreCat-ID: 37122
Niewöhner, N., Asmar, L., Röltgen, D., Kühn, A., & Dumitrescu, R. (2020). The impact of the 4th industrial revolution on the design fields of innovation management. Procedia CIRP, 91, 43–48. https://doi.org/10.1016/j.procir.2020.02.149
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| DOI
2020 | Book | LibreCat-ID: 37125
Schuh, G., Anderl, R., Dumitrescu, R., Krüger, A., & ten Hompel, M. (2020). Der Industrie 4.0 Maturity Index in der betrieblichen Anwendung. Aktuelle Herausforderungen, Fallbeispiele und Entwicklungstrends (acatech KOOPERATION). acatech – Deutsche Akademie der Technikwissenschaften.
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2019 | Journal Article | LibreCat-ID: 17392
Massmann, M., Meyer, M., Dumitrescu, R., Enzberg, S. von, Frank, M., Koldewey, C., … Reinhold, J. (2019). Significance and Challenges of Data-driven Product Generation and Retrofit Planning. Procedia CIRP, 992–997. https://doi.org/10.1016/j.procir.2019.04.226
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| DOI
2019 | Journal Article | LibreCat-ID: 17395
Koldewey, C., Reinhold, J., Dumitrescu, R., Frank, M., Schweppe, T., & Melzer, A. (2019). Gestaltung hybrider Wertschöpfung und Arbeit im Kontext von Smart Services. ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb, 380–384. https://doi.org/10.3139/104.112113
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| DOI
2019 | Newspaper Article | LibreCat-ID: 17402
Koldewey, C., & Dumitrescu, R. (2019). Strategie als Erfolgsfaktor. ServiceToday, pp. 76–77.
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2019 | Conference Paper | LibreCat-ID: 17403
Koldewey, C., Evers, H. H., Dumitrescu, R., Frank, M., Gausemeier, J., & Reinhold, J. (2019). Development Process for Smart Service Strategies. In I. Bitran, S. Conn, C. Gernreich, M. Heber, K. R. E. Huizingh, O. Kokshagina, … M. Tynnhammar (Eds.), Proceedings of The XXX ISPIM INNOVATION CONFERENCE (Vol. 93). ISPIM Innovation Conference.
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