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305 Publications
2023 | Conference Paper | LibreCat-ID: 52369
T. Fichtler, K. Grigoryan, C. Koldewey, and R. Dumitrescu, “Towards a Data-Driven Product Management – Concepts, Advantages, and Future Research,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (ICTMOD), Rabat, Morocco, 2023, doi: 10.1109/ictmod59086.2023.10438135.
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2023 | Book Chapter | LibreCat-ID: 53553
L. Özcan, M. Drewel, C. Koldewey, and R. Dumitrescu, “Strategische Planung des Einstiegs in die Plattformökonomie,” in Digitalisierung: Fallstudien, Tools und Erkenntnisse für das digitale Zeitalter, D. Schallmo, K. Lang, T. Werani, and B. Krumay, Eds. Wiesbaden: Springer Fachmedien Wiesbaden, 2023.
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2023 | Report | LibreCat-ID: 53554
R. Dumitrescu et al., acatech Maturity Index Smart Services. 2023.
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2023 | Conference Paper | LibreCat-ID: 49363
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Circular Product-Service-System Ideation Canvas – A Framework for the Design of circular Product-Service-System Ideas,” vol. 120. 2023.
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2023 | Book Chapter | LibreCat-ID: 47834
P. Ködding, C. Koldewey, and R. Dumitrescu, “Scenario-Based Foresight in the Age of Digital Technologies and AI,” in New Digital Work, A. Shajek and E. A. Hartmann, Eds. 2023, pp. 51–67.
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2023 | Journal Article | LibreCat-ID: 47835
P. Ködding, K. Ellermann, C. Koldewey, and R. Dumitrescu, “Scenario-based Foresight in the Age of Digitalization and Artificial Intelligence – Identification and Analysis of Existing Use Cases,” Procedia CIRP, vol. 119, pp. 740–745, 2023, doi: 10.1016/j.procir.2023.01.015.
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2022 | Conference Abstract | LibreCat-ID: 29149 | 
C. Koldewey, R. Dumitrescu, and M. Rabe, “Introduction to the Data-driven Services in Manufacturing Minitrack - Exploring Management, Engineering, and Organizational Transformation,” presented at the 55th Hawaii International Conference on System Sciences, Hawaii, USA, 2022.
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2022 | Conference Paper | LibreCat-ID: 29380
M. Meyer, I. Wiederkehr, M. Panzner, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Usage Data-Driven Product Planning,” in Proceedings of the 55th Hawaii International Conference on System Sciences, 2022, pp. 6105–6114.
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2022 | Journal Article | LibreCat-ID: 34197
M. Panzner, S. von Enzberg, M. Meyer, and R. Dumitrescu, “Characterization of Usage Data with the Help of Data Classifications,” Journal of the Knowledge Economy, 2022, doi: 10.1007/s13132-022-01081-z.
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2022 | Journal Article | LibreCat-ID: 34196
S. Merkelbach, L. Afroze, N. Janssen, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Using vibration data to classify conditions in disk stack separators,” Vibroengineering PROCEDIA, vol. 46, pp. 21–26, 2022, doi: 10.21595/vp.2022.23000.
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2022 | Book Chapter | LibreCat-ID: 34195
D. Hobscheidt, J. S. Menzefricke, S. Gabriel, A. Kühn, and R. Dumitrescu, “Soziotechnische Herausforderungen bei der Einführung von RPA managen,” in Praxishandbuch Robotic Process Automation (RPA), Wiesbaden: Springer Fachmedien Wiesbaden, 2022.
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2022 | Journal Article | LibreCat-ID: 27776
C. Koldewey et al., “Aligning strategic position, behavior, and structure for smart service businesses in manufacturing,” Technological Forecasting and Social Change, Art. no. 121329, 2022, doi: 10.1016/j.techfore.2021.121329.
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2022 | Conference Paper | LibreCat-ID: 33503
S. Gabriel, T. Aring, D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Handlungsfelder für die KI-Einführung in der Arbeitswelt produzierender Unternehmen,” in Tagungsband des 68. Frühjahrskongress der Gesellschaft für Arbeitswissenschaft, Magdeburg 02.03. - 04.03.2022, 2022.
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2022 | Conference Paper | LibreCat-ID: 33505
H. Anacker, M. Günther, F. Wyrwich, and R. Dumitrescu, “Pattern based engineering of System of Systems - a systematic literature review,” in 17th Annual System of Systems Engineering Conference (SOSE), Rochester, NY, USA, 2022, pp. 178–183, doi: 10.1109/SOSE55472.2022.9812697.
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2022 | Conference Paper | LibreCat-ID: 31188
H. Anacker, R. Dumitrescu, U. Könemann, and D. Wilke, “Identification of stakeholder-specific Systems Engineering competencies for industry,” presented at the IEEE SysCon 2022, Montreal, Canada, 2022.
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2022 | Conference Paper | LibreCat-ID: 33553
S. Pfeifer et al., “Design Decisions in the Architecture Development of Advanced Systems: Towards traceable and sustainable Documentation and Communication,” in DS 118: Proceedings of NordDesign 2022, Copenhagen, Denmark, 2022, doi: 10.35199/norddesign2022.
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2022 | Conference Paper | LibreCat-ID: 33552
J.-P. Disselkamp, T. Seidenberg, H. Anacker, and R. Dumitrescu, “Design of an optimised value creation network for zero emission ferries,” presented at the 28th IEEE ICE/ITMC & 31st IAMOT Conference IEEE , Nancy, France, 2022.
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2022 | Conference Paper | LibreCat-ID: 33556
D. Eckertz, H. Anacker, and R. Dumitrescu, “Knowledge-based Interactive Configuration Tool for Industrial Augmented Reality Systems,” presented at the 5th International Conference on Information and Computer Technologies (ICICT), New York City, NY, United States, 2022, doi: 10.1109/icict55905.2022.00021.
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2022 | Conference Paper | LibreCat-ID: 33554
S. Merkelbach, S. von Enzberg, A. Kuhn, and R. Dumitrescu, “Towards a Process Model to Enable Domain Experts to Become Citizen Data Scientists for Industrial Applications,” presented at the IEEE 5th International Conference on Industrial Cyber-Physical Systems (ICPS), 2022, doi: 10.1109/icps51978.2022.9816871.
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2022 | Conference Paper | LibreCat-ID: 33557
D. Eckertz, H. Anacker, and R. Dumitrescu, “Systematics for the individual assessment of augmented reality potentials to support product validation,” 2022, doi: 10.35199/norddesign2022.12.
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2022 | Conference Paper | LibreCat-ID: 33558
D. Wilke, S. Pfeifer, R. Heitmann, H. Anacker, R. Dumitrescu, and V. Franke, “Implementation of Systems Engineering: A maturity-based approach,” presented at the 8th IEEE International Symposium on Systems Engineering, Wien, Österreich.
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2022 | Journal Article | LibreCat-ID: 33701
A. Kharatyan et al., “Künstliche Intelligenz im Engineering,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 6, pp. 427–431, 2022, doi: 10.1515/zwf-2022-1074.
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2022 | Journal Article | LibreCat-ID: 33705
M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Planning the Analysis of Use Phase Data in Product Planning,” Proceedings of the Design Society, vol. 2, pp. 753–762, 2022, doi: 10.1017/pds.2022.77.
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2022 | Conference Paper | LibreCat-ID: 33708
M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “How can Data Analytics Results be Exploited in the Early Phase of Product Development? 13 Design Principles for Data-Driven Product Planning,” presented at the AMCIS 2022, Minneapolis, 2022.
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2022 | Journal Article | LibreCat-ID: 33707
M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “17 Use Cases for Analyzing Use Phase Data in Product Planning of Manufacturing Companies,” Procedia CIRP, vol. 107, pp. 1053–1058, 2022, doi: 10.1016/j.procir.2022.05.107.
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2022 | Newspaper Article | LibreCat-ID: 33709
C. Wiecher et al., “Model-based Analysis and Specification of Functional Requirements and Tests for Complex Automotive Systems,” arXiv preprint, 2022.
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2022 | Journal Article | LibreCat-ID: 33714
R. Joppen, A. Kühn, M. Förster, and R. Dumitrescu, “Evaluation of Industry 4.0 Applications in Production,” Journal of the Knowledge Economy, 2022, doi: 10.1007/s13132-022-00959-2.
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2022 | Journal Article | LibreCat-ID: 33713
S. Japs, S. Schmidt, F. Kargl, L. Kaiser, A. Kharatyan, and R. Dumitrescu, “Collaborative Modeling of Use Case & Damage Scenarios in Online Workshops Using a 3D Environment,” Proceedings of the Design Society, vol. 2, pp. 1599–1608, 2022, doi: 10.1017/pds.2022.162.
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2022 | Journal Article | LibreCat-ID: 33715
S. Japs, F. Kargl, H. Anacker, and R. Dumitrescu, “Why make it hard? - Usage of aggregated statistical data for risk assessment of damage scenarios in the context of ISO/SAE 21434,” Procedia CIRP, vol. 109, pp. 293–298, 2022, doi: 10.1016/j.procir.2022.05.252.
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2022 | Conference Paper | LibreCat-ID: 33712
T. Mager, C. Jürgenhake, and R. Dumitrescu, “Efficient method for determining substrate parameters of additive manufactured spatial circuit carriers,” in 2022 14th German Microwave Conference (GeMiC), Ulm, 2022, pp. 224–227.
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2022 | Conference Paper | LibreCat-ID: 33711
D. Gollner, T. Klausmann, R. Rasor, and R. Dumitrescu, “Use Case Driven Digital Twin Generation,” 2022, doi: 10.1109/icps51978.2022.9816907.
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2022 | Journal Article | LibreCat-ID: 33718
S. Gabriel et al., “Requirements analysis for an intelligent workforce planning system: a socio-technical approach to design AI-based systems,” Procedia CIRP, vol. 109, pp. 431–436, 2022, doi: 10.1016/j.procir.2022.05.274.
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2022 | Journal Article | LibreCat-ID: 33716
M. Förster, C. Kürpick, D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Cross-industry methods for strategic planning of the digital transformation of small and medium sized enterprises,” Procedia CIRP, vol. 109, pp. 322–327, 2022, doi: 10.1016/j.procir.2022.05.257.
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2022 | Journal Article | LibreCat-ID: 33717
A. Kharatyan, M. Günther, H. Anacker, S. Japs, and R. Dumitrescu, “Security- and Safety-Driven Functional Architecture Development Exemplified by Automotive Systems Engineering,” Procedia CIRP, vol. 109, pp. 586–591, 2022, doi: 10.1016/j.procir.2022.05.299.
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2022 | Journal Article | LibreCat-ID: 33719
L. Humpert, B. Röhm, H. Anacker, R. Dumitrescu, and R. Anderl, “Method for direct end customer integration into the agile product development,” Procedia CIRP, vol. 109, pp. 215–220, 2022, doi: 10.1016/j.procir.2022.05.239.
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2022 | Journal Article | LibreCat-ID: 33810 |
C. Koldewey, D. Hobscheidt, C. Pierenkemper, A. Kühn, and R. Dumitrescu, “Increasing Firm Performance through Industry 4.0—A Method to Define and Reach Meaningful Goals,” Sci, vol. 39, no. 4, 2022, doi: https://doi.org/10.3390/sci4040039.
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2022 | Journal Article | LibreCat-ID: 33720
D. Göllner, R. Rasor, H. Anacker, and R. Dumitrescu, “Collaborative Modeling of Interoperable Digital Twins in a SoS Context,” Procedia CIRP, vol. 107, pp. 1089–1094, 2022, doi: 10.1016/j.procir.2022.05.113.
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2022 | Journal Article | LibreCat-ID: 30193
M. Meyer, T. Fichtler, C. Koldewey, and R. Dumitrescu, “Potentials and challenges of analyzing use phase data in product planning of manufacturing companies,” Artificial Intelligence for Engineering Design, Analysis and Manufacturing, vol. 36, Art. no. e14, 2022, doi: 10.1017/s0890060421000408.
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2022 | Journal Article | LibreCat-ID: 33710
H. Anacker, R. Dumitrescu, N. Michels, and R. Rasor, “EngOps – Ein Leitbild für das agile Zusammenwirken von Engineering und Operations,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 6, pp. 405–409, 2022, doi: 10.1515/zwf-2022-1069.
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2022 | Journal Article | LibreCat-ID: 33956
J. Reinhold, M. Siewert, M. Scholtysik, A. Rasor, C. Koldewey, and R. Dumitrescu, “Software-gestützte Planung der Smart-Service-Transformation,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 117, no. 5, pp. 312–316, 2022, doi: 10.1515/zwf-2022-1048.
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2022 | Conference Paper | LibreCat-ID: 33706
M. Panzner, M. Meyer, S. von Enzberg, and R. Dumitrescu, “Business-to-Analytics Canvas - Translation of Product Planning-Related Business Use Cases into Concrete Data Analytics Tasks,” in Procedia CIRP, 2022, vol. 109, pp. 580–585, doi: 10.1016/j.procir.2022.05.298.
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2022 | Journal Article | LibreCat-ID: 33955
J. Reinhold, C. Koldewey, and R. Dumitrescu, “Value Creation Framework and Roles for Smart Services,” Procedia CIRP, vol. 109, pp. 413–418, 2022, doi: 10.1016/j.procir.2022.05.271.
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2022 | Conference Paper | LibreCat-ID: 33997
L. Özcan, L. Kirchberg, C. Koldewey, and R. Dumitrescu, “Performance Management Approach for Digital Platforms in B2B Markets,” in The Role of Innovation: Past, Present, Future, Athens, 2022.
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2022 | Conference Paper | LibreCat-ID: 33991
L. Özcan, C. Koldewey, E. Duparc, H. van der Valk, B. Otto, and R. Dumitrescu, “Why do Digital Platforms succeed or fail? - A Literature Review on Success and Failure Factors,” presented at the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, 2022.
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2022 | Conference Paper | LibreCat-ID: 37554
L. Asmar, K. Grigoryan, A. Kuhn, and R. Dumitrescu, “Survey on methods for early prototyping and validation of technical product ideas,” 2022, doi: 10.1109/indin51773.2022.9976130.
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2022 | Conference Paper | LibreCat-ID: 37550
L. Kaiser, E. Schräder, R. Bernijazov, M. Foullois, and R. Dumitrescu, “Ein Ansatz zur Strukturierung von KI-Assistenzen im Model-Based Systems Engineering,” in Tag des Systems Engineering, 2022.
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