337 Publications
2024 | Conference Paper | LibreCat-ID: 48632
C. Koldewey et al., “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.
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2024 | Conference Paper | LibreCat-ID: 49354
L. Afroze, S. Merkelbach, S. von Enzberg, and R. Dumitrescu, “Domain Knowledge Injection Guidance for Predictive Maintenance,” presented at the ML4CPS – Machine Learning For Cyber-Physical Systems, Hamburg, 2024.
LibreCat
2024 | Conference Paper | LibreCat-ID: 49364
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy taxonomy and solution patterns for the circular economy,” 2024.
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2023 | Conference Paper | LibreCat-ID: 37553
E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, and R. Dumitrescu, “Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering,” 2023, doi: 10.1109/isse54508.2022.10005487.
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| DOI
2023 | Conference Paper | LibreCat-ID: 45793
K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.
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2023 | Conference Paper | LibreCat-ID: 45812
L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.
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2023 | Journal Article | LibreCat-ID: 47420
C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, and R. Dumitrescu, “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation,” Procedia CIRP, vol. 119, pp. 614–619, 2023, doi: 10.1016/j.procir.2023.02.155.
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| DOI
2023 | Journal Article | LibreCat-ID: 47800
D. Wilke, R. Grothe, L. Bretz, H. Anacker, and R. Dumitrescu, “Lessons Learned from the Introduction of Systems Engineering,” Systems, vol. 11, no. 3, Art. no. 119, 2023, doi: 10.3390/systems11030119.
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| DOI
2023 | Journal Article | LibreCat-ID: 47798
S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, and R. Dumitrescu, “Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 118, no. 1–2, pp. 64–68, 2023, doi: 10.1515/zwf-2023-1009.
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2023 | Conference Paper | LibreCat-ID: 47799
D. Bentler, S. Gabriel, B. A. Latos, O. Dietrich, R. Dumitrescu, and G. W. Maier, “Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen,” 2023.
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2023 | Journal Article | LibreCat-ID: 47827
J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, and R. Dumitrescu, “Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics,” Procedia CIRP, vol. 119, pp. 514–520, 2023, doi: 10.1016/j.procir.2023.01.011.
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| DOI
2023 | Journal Article | LibreCat-ID: 47822
F. Machon et al., “Design of individual simulation games in manufacturing companies for game-based learning,” Procedia CIRP, vol. 119, pp. 1017–1022, 2023, doi: 10.1016/j.procir.2023.03.145.
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| DOI
2023 | Journal Article | LibreCat-ID: 47824
J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Process Mining Data Canvas: A method to identify data and process knowledge for data collection and preparation in process mining projects,” Procedia CIRP, vol. 119, pp. 602–607, 2023, doi: 10.1016/j.procir.2023.03.114.
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| DOI
2023 | Journal Article | LibreCat-ID: 47826
D. Wilke, A. Schierbaum, H. Anacker, and R. Dumitrescu, “Targeted-oriented selection of engineering methods,” Procedia CIRP, vol. 119, pp. 788–793, 2023, doi: 10.1016/j.procir.2023.02.166.
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| DOI
2023 | Journal Article | LibreCat-ID: 48051
L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, and A. Albers, “Stakeholder-oriented Elaboration of Artificial Intelligence use cases using the example of Special-Purpose engineering,” Procedia CIRP, vol. 119, pp. 693–698, 2023, doi: 10.1016/j.procir.2023.02.160.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48669
C. Koldewey, R. Martin, R. Dumitrescu, and J. Winter, “Introduction to the Minitrack on Data-driven Services in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the 56th Hawaii International Conference on System Sciences, Maui, Hawaii, 2023.
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| Files available
2023 | Conference Paper | LibreCat-ID: 49319
D. Tissen, C. Tschirner, C. Koldewey, and R. Dumitrescu, “Nachhaltigkeit durch Daten im MBSE: Einblick in die Entwicklung eines Modell-Empfehlungssystems,” in Tag des Systems Engineering, Würzburg, Deutschland, 2023.
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2023 | Conference Paper | LibreCat-ID: 49318
D. Tissen, C. Koldewey, and R. Dumitrescu, “A process-model for tailoring prototyping of cyber-physical systems,” presented at the XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy, Ljubljana, Slovenia, 2023.
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2023 | Journal Article | LibreCat-ID: 47804
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, H. Anacker, R. Dumitrescu, and A. Papanikolaou, “Platform Approach for Modularising Battery Electric fast Ferries,” Proceedings of the Design Society, vol. 3, pp. 2905–2914, 2023, doi: 10.1017/pds.2023.291.
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| DOI
2023 | Journal Article | LibreCat-ID: 47803
J. Cieply, J.-P. Disselkamp, F. Dyck, W. Alturk, A. Kühn, and R. Dumitrescu, “A systematic literature review on the Digital Twin of the factory in the context of the product and factory lifecycle,” Procedia CIRP, vol. 119, pp. 834–840, 2023, doi: 10.1016/j.procir.2023.02.168.
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| DOI
2023 | Journal Article | LibreCat-ID: 47801
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, D. Grobbel, R. Dumitrescu, and A. Papanikolaou, “Development of a modular architecture for complex mechatronic systems,” Procedia CIRP, vol. 119, pp. 1158–1163, 2023, doi: 10.1016/j.procir.2023.02.186.
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| DOI
2023 | Journal Article | LibreCat-ID: 47802
J.-P. Disselkamp, J. Cieply, F. Dyck, R. Grothe, H. Anacker, and R. Dumitrescu, “Integrated product and production development - a systematic literature review,” Procedia CIRP, vol. 119, pp. 716–721, 2023, doi: 10.1016/j.procir.2023.06.198.
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2023 | Conference Paper | LibreCat-ID: 47805
D. Wilke, L. Humpert, J. Mansheim, H. Anacker, and R. Dumitrescu, “Systems Engineering Potentials and Use Cases for the Offer Phase in Special Purpose Machinery,” 2023, doi: 10.35199/dfx2023.23.
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| DOI
2023 | Journal Article | LibreCat-ID: 47809
L. Haarmann, F. Machon, M. Rabe, L. Asmar, and R. Dumitrescu, “Venture Client Model: A systematic Literature Review,” European Conference on Innovation and Entrepreneurship, vol. 18, no. 1, pp. 345–355, 2023, doi: 10.34190/ecie.18.1.1790.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47815
C. Kürpick, A. Kühn, L. Olszewski, and R. Dumitrescu, “Framework for Dual Transformation: A Systematic Literature Review on the Interplays between Digitalization and Sustainability,” 2023, doi: 10.1109/sustech57309.2023.10129630.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47807
K. Ellermann, L. Asmar, and R. Dumitrescu, “A Technology Foresight Maturity Model,” Ljubljana, Slovenia, 2023.
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2023 | Conference Paper | LibreCat-ID: 47829
J. Brock et al., “A process mining maturity model: Enabling organizations to assess and improve their process mining activities,” in ECIS 2023 Proceedings at AIS Electronic Library (AISeL)., KRISTIANSAND, NORWAY, 2023, p. 256.
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2023 | Journal Article | LibreCat-ID: 47817
F. Dyck, H. Anacker, and R. Dumitrescu, “Virtual Assembly for Engineering – A Systematic Literature Review,” Procedia CIRP, vol. 118, pp. 912–917, 2023, doi: 10.1016/j.procir.2023.06.157.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48422
L. Humpert et al., “Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)., Rabat, Marokko, 2023.
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2023 | Conference Paper | LibreCat-ID: 48421
L. Humpert, K. Zagatta, H. Anacker, and R. Dumitrescu, “Identification of fields of action for validation in Systems Engineering,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), Rabat, Marokko, 2023.
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2023 | Conference Paper | LibreCat-ID: 48423
L. Humpert, E. Mundt, L. Bretz, V. Bernz, H. Anacker, and R. Dumitrescu, “Criteria-based comparison of Systems Engineering and agile methods,” presented at the 8th International Conference on Information Systems Engineering, Bangkok, Thailand, 2023.
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2023 | Conference Paper | LibreCat-ID: 48427
S. Gabriel, A. Kühn, and R. Dumitrescu, “Strategic planning of the collaboration between humans and artificial intelligence in production,” presented at the 72nd CIRP General Assembly, Dublin, Ireland, 2023.
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2023 | Conference Paper | LibreCat-ID: 48425
E. Mundt, D. Wilke, H. Anacker, and R. Dumitrescu, “Principles for the effective application of Systems Engineering: A systematic literature review and application use case,” presented at the IEEE SMC, Maui, Hawaii, 2023.
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2023 | Conference Paper | LibreCat-ID: 48426
J. Tekaat, D. Wilke, H. Anacker, and R. Dumitrescu, “Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens,” presented at the TdSE 2023, Würzburg, 2023.
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2023 | Journal Article | LibreCat-ID: 47854
M. Scholtysik, C. Koldewey, M. Rohde, and R. Dumitrescu, “Integrative conceptualization of products and business models for the circular economy: A systematic literature review,” Procedia CIRP, vol. 119, pp. 841–846, 2023, doi: 10.1016/j.procir.2023.03.129.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49349
M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, and C. Hensen, “Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen,” 2023.
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2023 | Conference Paper | LibreCat-ID: 49365
J. Brock, N. Rempe, S. von Enzberg, A. Kühn, and R. Dumitrescu, “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach,” presented at the CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 , STELLENBOSCH, SOUTH AFRICA, 2023.
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2023 | Conference Paper | LibreCat-ID: 49362
J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, and R. Dumitrescu, “Conceptual Framework for Prescriptive Analytics based on decision Theory,” presented at the The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems, Marrakesh, Marokko, 2023.
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2023 | Conference Paper | LibreCat-ID: 47836
P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation and Circular Economy, 2023.
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2023 | Conference Paper | LibreCat-ID: 48601
B. Stöhr, C. Koldewey, and R. Dumitrescu, “The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs,” in Proceedings of the Design Society, 2023, vol. 3, pp. 3473–3482, doi: 10.1017/pds.2023.348.
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2023 | Journal Article | LibreCat-ID: 47850
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Designing Business Models for a Circular Economy,” Proceedings of the Design Society, vol. 3, pp. 1347–1356, 2023, doi: 10.1017/pds.2023.135.
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| DOI
2023 | Journal Article | LibreCat-ID: 47813
S. Japs, F. Faheem, H. Anacker, S. Husung, and R. Dumitrescu, “Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434,” Proceedings of the Design Society, vol. 3, pp. 2675–2684, 2023, doi: 10.1017/pds.2023.268.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49361
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, A. Wicker, R. Dumitrescu, and E. Tolo, “TCO analysis of a modular and integral product architecture in shipbuilding,” presented at the IEEE Ice Conference 2023, Edingburgh, 2023, doi: 10.1109/ICE/ITMC58018.2023.10332277.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49360
J.-P. Disselkamp, T. Seidenberg, C. Jürgenhake, H. Anacker, and R. Dumitrescu, “Future production of ships – case study for modular high-speed ferries,” presented at the IEEE Ice Conference 2023, Edingburgh, 2023, doi: 10.1109/ICE/ITMC58018.2023.10332382.
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| DOI
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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| DOI
2023 | Misc | LibreCat-ID: 52671
R. Dumitrescu and K. Hölzle, Vorausschau und Technologieplanung. 17. Symposium für Vorausschau und Technologieplanung , vol. Band 413. 2023.
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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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| DOI
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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| DOI
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.
LibreCat
| Download (ext.)
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.
LibreCat
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
| Download (ext.)
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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.
LibreCat
| DOI
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.
LibreCat
| DOI
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.
LibreCat
| DOI
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.
LibreCat
2022 | Conference Paper | LibreCat-ID: 33983
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Adapting the product design to the circular economy using R-principles,” 2022.
LibreCat
| Files available
2022 | Book | LibreCat-ID: 52670
R. Dumitrescu and C. Koldewey, Datengestützte Projektplanung, vol. Band 408. 2022.
LibreCat
2022 | Conference Paper | LibreCat-ID: 47831
P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien,” in Digitalisierung souverän gestalten II, 2022.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26050
P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien (in Druck),” in Digitalisierung souverän gestalten, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26401
M. Förster, M. Rabe, A. Kühn, and R. Dumitrescu, “Practical approach for the development of digital guidelines for smart cities,” presented at the IEEE E-TEMS 2021, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26402
J. Tekaat, H. Anacker, and R. Dumitrescu, “The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review,” presented at the 7th IEEE International Symposium on Systems Engineering, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26403
D. Wilke, A. Schierbaum, L. Kaiser, and R. Dumitrescu, “Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering,” presented at the ICED 2021, Gothenburg, Sweden, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26404
D. Eckertz, H. Anacker, and R. Dumitrescu, “Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems,” in Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0, 2021, vol. 298, pp. 451–463.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26492
S. Gabriel, T. Grauthoff, R. Joppen, A. Kühn, and R. Dumitrescu, “Analyzing socio-technical risks in implementation of Industry 4.0-use cases,” in Procedia CIRP, Enschede, the Netherlands, 2021, vol. 100, pp. 241–246.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26823
A. Kharatyan, C. Jürgenhake, and R. Dumitrescu, “Towards generative design in the development of mechatronic integrated devices (MID),” in Procedia CIRP, 2021, vol. Vol. 100, pp. 373–378.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26830
T. Mager, C. Jürgenhake, and R. Dumitrescu, “Approach for a modular design methodology for an efficient development of 3D MID components,” in 14th International Congress Molded Interconnect Devices (MID), Amberg, 2021, pp. 1–9.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26833
F. Hemmelgarn, P. Ehlert, T. Mager, C. Jürgenhake, and R. Dumitrescu, “Evaluation of different additive manufacturing technologies for MIDs in the context of smart sensor systems for retrofit applications,” presented at the International Congress Molded Interconnect Devices (MID), Amberg, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26839
J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Socio-technical risk management in the age of digital transformation – identification and analysis of existing approaches,” in Procedia CIRP, 2021, vol. 100, pp. 708–713.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26843
F. Schnasse, J. S. Menzefricke, and R. Dumitrescu, “Identification of Socio-Technical Risks and Their Correlations in the Context of Digital Transformation for the Manufacturing Sector,” in Proceedings of the IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA), 2021, pp. 159–166.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26850
S. Japs, H. Anacker, and R. Dumitrescu, “SAVE: Security & safety by model-based systems engineering on the example of automotive industry,” in Procedia CIRP, 2021, pp. 187–192.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26851
R. Dumitrescu et al., “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26852
A. Kharatyan, J. Tekaat, S. Japs, H. Anacker, and R. Dumitrescu, “Metamodel for safety and security integrated system architecture modeling,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2021, vol. Vol. 1, pp. 2027–2036.
LibreCat
2021 | Journal Article | LibreCat-ID: 26855
M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW,” Proceedings of the Design Society, pp. 3289–3298, 2021, doi: 10.1017/pds.2021.590.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 26857
M. Meyer et al., “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.
LibreCat
2021 | Journal Article | LibreCat-ID: 26858
M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “Towards Identifying Data Analytics Use Cases in Product Planning,” Procedia CIRP, vol. 104, pp. 1179–1184, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26864
J.-P. Hemkentokrax, D. Eckelt, L. Haarmann, C. Koldewey, and R. Dumitrescu, “Die Kraft von Startup-Partnerschaften für das Innovationssystem eines Automobilzulieferers,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.
LibreCat
2021 | Conference Paper | LibreCat-ID: 26903
A. Wegel, P. Sahrhage, F. Worthmann, M. Rabe, and R. Dumitrescu, “Referenzarchitektur für Smart Services,” in Stuttgarter Symposium für Produktentwicklung SSP 2021, 2021, p. 12, doi: http://dx.doi.org/10.18419/opus-11478.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 26905
J. Reinhold, C. Koldewey, R. Dumitrescu, and G. Rausch, “Smart Service-Transformation - Den Wandel der Wertschöpfung erfolgreich gestalten,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.
LibreCat
2021 | Journal Article | LibreCat-ID: 26908
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Identifying Value Creation Patterns for Smart Services,” Procedia CIRP, 2021.
LibreCat
2021 | Book | LibreCat-ID: 26984
R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, and R. Bernijazov, Künstliche Intelligenz in der Produktentstehung. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 26990
M. Scholtysik, J. Reinhold, C. Koldewey, and R. Dumitrescu, “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS,” Proceedings of the Design Society, vol. 1, pp. 2871–2880, 2021, doi: 10.1017/pds.2021.548.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 26998
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart Service-Transformation mit Geschäftsmodellmustern,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, pp. 337–341, 2021, doi: 10.1515/zwf-2021-0069.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 27055
B. Lagemann, T. Seidenberg, C. Jürgenhake, S. O. Erikstad, and R. Dumitrescu, “System alternatives for modular, zero-emission high-speed ferries,” presented at the SNAME International Conference on Fast Sea Transportation, Rhode Island, USA, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27056
S. Japs, H. Anacker, L. Kaiser, J. Holtmann, R. Dumitrescu, and F. Kargl, “D-REQs: Determination of security & safety requirements in workshops based on the use of model-based systems engineering,” in Proceedings of the IEEE, Notre Dame, IN, USA, 2021, vol. 1, pp. 412–414.
LibreCat
2021 | Journal Article | LibreCat-ID: 27057
U. Mohammad et al., “Smart factory reference model for training on Industry 4.0,” Journal of Mechanical Engineering (JMechE) , vol. 16, no. 2, pp. 129–144, 2021, doi: https://doi.org/10.21491/jmeche.v16i2.15331.
LibreCat
| DOI
2021 | Journal Article | LibreCat-ID: 27081
J. Yee et al., “Data-Driven Model for Upper Limb Spasticity Detection,” International Journal of Integrated Engineering, vol. 13, no. 4, pp. 180–188, 2021, doi: http://orcid.org/0000-0002-5355-7908.
LibreCat
| DOI
2021 | Newspaper Article | LibreCat-ID: 27082
C. Wiecher, C. Wolff, H. Anacker, and R. Dumitrescu, “Selecting Features for the Next Release in a System of Systems Context,” arXiv preprint, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27085
D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Derivation of socio-technical solution patterns for industry 4.0 problem classes,” in Procedia CIRP, 2021, vol. 100, pp. 301–306.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27086
N. Niewöhner, N. Lang, L. Asmar, D. Röltgen, A. Kühn, and R. Dumitrescu, “Towards an ambidextrous innovation management maturity model,” in Procedia CIRP, 2021, vol. 100, pp. 289–294.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27087
S. Gabriel, N. Niewöhner, L. Asmar, A. Kühn, and R. Dumitrescu, “Integration of agile practices in the product development process of intelligent technical systems,” in Procedia CIRP, 2021, vol. 100, pp. 427–432.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27089
C. Koldewey, J. Gausemeier, R. Dumitrescu, H. H. Evers, M. Frank, and J. Reinhold, “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization,” in Digitalization, D. R. Schallmo and J. Tidd, Eds. Springer, 2021, pp. 205–237.
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2021 | Conference Paper | LibreCat-ID: 27093
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, 2021, vol. 99, pp. 21–26.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27094
C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, and R. Dumitrescu, “Iterative and Scenario-Based Requirements Specification in a System of Systems Context,” in Requirements Engineering: Foundation for Software Quality, REFSQ 2021, Essen, 2021.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27139
M. Foullois et al., “Arbeit 4.0 in der Produktentstehung mit IviPep,” in Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, and N. Müller, Eds. Springer Vieweg, Berlin, Heidelberg, 2021, pp. 239–255.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27140
M. Drewel, L. Özcan, J. Gausemeier, and R. Dumitrescu, “Platform Patterns - Using Proven Principles to Develop Digital Platforms,” in Journal of the Knowledge Economy, 2021, vol. Volume 12, pp. 519–543, doi: 10.1007/s13132-021-00772-3.
LibreCat
| DOI
2021 | Conference Paper | LibreCat-ID: 27141
R. Rasor, D. Göllner, R. Bernijazov, L. Kaiser, and R. Dumitrescu, “Towards collaborative life cycle specification of digital twins in manufacturing value chains,” in Procedia CIRP, 2021, vol. 98, pp. 229–234.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27504
D. Spath, J. Gausemeier, R. Dumitrescu, J. Winter, S. Steglich, and M. Drewel, “Digitalisation of Society,” in Handbook of Engineering Systems Design, A. Maier, J. Oehmen, and P. E. Vermaas, Eds. Springer, Cham, 2021, pp. 2–27.
LibreCat
2021 | Conference (Editor) | LibreCat-ID: 27519
J. Gausemeier, W. Bauer, and R. Dumitrescu, Eds., Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung, vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Book | LibreCat-ID: 23458
R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, and R. Stark, Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 23779
R. Bernijazov et al., “A Meta-Review on Artificial Intelligence in Product Creation,” presented at the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada, 2021.
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2021 | Book Chapter | LibreCat-ID: 22306
C. Koldewey, J. Gausemeier, R. Dumitrescu, H.-H. Evers, M. Frank, and J. Reinhold, “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization,” in Digitalization, D. R. Schallmo and J. Tidd, Eds. Cham: Springer Nature, 2021, pp. 205–237.
LibreCat
| DOI
2021 | Conference Abstract | LibreCat-ID: 22307
D. Eckertz, M. Möller, H. Anacker, and R. Dumitrescu, “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies,” in Proceedings of the International Conference on Information and Computer Technologies, Kahului, Hawaii, United States of America, 2021.
LibreCat
2021 | Newspaper Article | LibreCat-ID: 27058
C. Wiecher, J. Fischbach, J. Greenyer, A. Vogelsang, C. Wolff, and R. Dumitrescu, “Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal,” arXiv preprint, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 37404
J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Maturity-based Development of Strategic Thrusts for Socio-technical Risks,” Procedia CIRP, vol. 104, pp. 241–246, 2021, doi: 10.1016/j.procir.2021.11.041.
LibreCat
| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
2020 | Journal Article | LibreCat-ID: 27096
C. Koldewey, M. Meyer, P. Stockbruegger, R. Dumitrescu, and J. Gausemeier, “Framework and Functionality Patterns for Smart Service Innovation,” Procedia CIRP (91), pp. 851–857, 2020.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
2020 | Conference Paper | LibreCat-ID: 18876 |
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.
LibreCat
| Files available
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
2020 | Book Chapter | LibreCat-ID: 20568 |
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 |
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 |
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 |
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: 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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| DOI
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: 27102
C. Pierenkemper, J. Reinhold, R. Dumitrescu, and J. Gausemeier, “Erfolg versprechende Industrie 4.0-Zielposition - Ermittlung unter Berücksichtigung zukünftiger Umfeldentwicklungen,” Industrie 4.0 Management (5), pp. 30–34, 2019.
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2019 | Conference Paper | LibreCat-ID: 27103
M. Massmann et al., “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” 2019.
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2019 | Conference Paper | LibreCat-ID: 27104
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” 2019.
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2019 | Conference Paper | LibreCat-ID: 27105
F. Wortmann, R. Joppen, M. Drewel, A. Kühn, and R. Dumitrescu, “Developing and Evaluating Concepts for a Digital Platform,” in IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, 2019.
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2019 | Conference Paper | LibreCat-ID: 27107
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” 2019.
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2019 | Book | LibreCat-ID: 27109
J. Gausemeier, R. Dumitrescu, J. Echterfeld, T. Pfänder, D. Steffen, and F. Thielemann, Innovationen für die Märkte von morgen - Strategische Planung von Produkten, Dienstleistungen und Geschäftsmodellen. München: Carl Hanser Verlag, 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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2019 | Conference Paper | LibreCat-ID: 17404
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” in Proceedings of the ISPIM connects, 2019.
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2019 | Conference Paper | LibreCat-ID: 18874 |
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” in Proceedings of the ISPIM Connects Ottawa – Innovation for Local and Global Impact, 2019.
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2019 | Conference Paper | LibreCat-ID: 22708
D. Eckelt, R. Bismark, R. Dumitrescu, M. Frank, J. Gausemeier, and J. Reinhold, “Strategische Planung des Wertschöpfungsbeitrags von HELLA für automatisiertes Fahren von morgen,” in Vorausschau und Technologieplanung, 2019, vol. 390, pp. 535–555.
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2019 | Conference Paper | LibreCat-ID: 22709
R. Dumitrescu, S. Japs, L. Kaiser, and R. Rasor, “Model Checking of Integratively Designed Product and Production Systems,” in TdSE 2019, 2019.
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2019 | Conference Paper | LibreCat-ID: 22710
A. Albers, K. F. Ellermann, A. Kühn, and R. Dumitrescu, “Entwicklung einer Suchstrategie für ein medienbasiertes Technologiesanning am Beispiel der Antriebstechnik,” in 15. Symposium für Vorausschau und Technologieplanung, 2019, vol. 390, pp. 277–291.
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2019 | Newspaper Article | LibreCat-ID: 22714
C. Pierenkemper, J. Reinhold, R. Dumitrescu, and J. Gausemeier, “Erfolg versprechende Industrie 4.0-Zielposition - Ermittlung unter Berücksichtigung zukünftiger Umfeldentwicklungen,” Industrie 4.0 Management, vol. 5, pp. 30–34, 2019.
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2019 | Conference Paper | LibreCat-ID: 22716
F. Wortmann, R. Joppen, M. Drewel, A. Kühn, and R. Dumitrescu, “Developing and Evaluating Concepts for a Digital Platform,” in IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, Apr. 2019 International Association for Management of Technology (IAMOT), IAMOT, 2019.
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337 Publications
2024 | Conference Paper | LibreCat-ID: 48632
C. Koldewey et al., “Exploring Capabilities for the Smart Service Transformation in Manufacturing: Insights from Theory and Practice,” presented at the Hawaii International Conference on System Sciences, Hawaii, 2024.
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2024 | Conference Paper | LibreCat-ID: 49354
L. Afroze, S. Merkelbach, S. von Enzberg, and R. Dumitrescu, “Domain Knowledge Injection Guidance for Predictive Maintenance,” presented at the ML4CPS – Machine Learning For Cyber-Physical Systems, Hamburg, 2024.
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2024 | Conference Paper | LibreCat-ID: 49364
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Business strategy taxonomy and solution patterns for the circular economy,” 2024.
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2023 | Conference Paper | LibreCat-ID: 37553
E. Schrader, R. Bernijazov, M. Foullois, M. Hillebrand, L. Kaiser, and R. Dumitrescu, “Examples of AI-based Assistance Systems in context of Model-Based Systems Engineering,” 2023, doi: 10.1109/isse54508.2022.10005487.
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| DOI
2023 | Conference Paper | LibreCat-ID: 45793
K. Grigoryan et al., “Data-Driven Product Management: A Practitioner-Driven Research Agenda,” presented at the 33rd CIRP Design Conference, Sydney, 2023.
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2023 | Conference Paper | LibreCat-ID: 45812
L. Özcan, T. Fichtler, B. Kasten, C. Koldewey, and R. Dumitrescu, “Interview Study on Strategy Options for Platform Operation in B2B Markets,” presented at the ISPIM Innovation Conference, Ljubljana, 2023.
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2023 | Journal Article | LibreCat-ID: 47420
C. Kürpick, A. Rasor, M. Scholtysik, A. Kühn, C. Koldewey, and R. Dumitrescu, “An Integrative View of the Transformations towards Sustainability and Digitalization: The Case for a Dual Transformation,” Procedia CIRP, vol. 119, pp. 614–619, 2023, doi: 10.1016/j.procir.2023.02.155.
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| DOI
2023 | Journal Article | LibreCat-ID: 47800
D. Wilke, R. Grothe, L. Bretz, H. Anacker, and R. Dumitrescu, “Lessons Learned from the Introduction of Systems Engineering,” Systems, vol. 11, no. 3, Art. no. 119, 2023, doi: 10.3390/systems11030119.
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| DOI
2023 | Journal Article | LibreCat-ID: 47798
S. Gabriel, D. Bentler, M. Bansmann, B. Andrew Latos, A. Kühn, and R. Dumitrescu, “Soziotechnische Gestaltung einer intelligenten Personaleinsatzplanung,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, vol. 118, no. 1–2, pp. 64–68, 2023, doi: 10.1515/zwf-2023-1009.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47799
D. Bentler, S. Gabriel, B. A. Latos, O. Dietrich, R. Dumitrescu, and G. W. Maier, “Partizipatives Gestaltungsvorgehen bei der Einführung künstlicher Intelligenz in produzierenden Unternehmen,” 2023.
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2023 | Journal Article | LibreCat-ID: 47827
J. Weller, D. Roesmann, S. Eggert, S. von Enzberg, I. Gräßler, and R. Dumitrescu, “Identification and prediction of standard times in machining for precision steel tubes through the usage of data analytics,” Procedia CIRP, vol. 119, pp. 514–520, 2023, doi: 10.1016/j.procir.2023.01.011.
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| DOI
2023 | Journal Article | LibreCat-ID: 47822
F. Machon et al., “Design of individual simulation games in manufacturing companies for game-based learning,” Procedia CIRP, vol. 119, pp. 1017–1022, 2023, doi: 10.1016/j.procir.2023.03.145.
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| DOI
2023 | Journal Article | LibreCat-ID: 47824
J. Brock, S. von Enzberg, A. Kühn, and R. Dumitrescu, “Process Mining Data Canvas: A method to identify data and process knowledge for data collection and preparation in process mining projects,” Procedia CIRP, vol. 119, pp. 602–607, 2023, doi: 10.1016/j.procir.2023.03.114.
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| DOI
2023 | Journal Article | LibreCat-ID: 47826
D. Wilke, A. Schierbaum, H. Anacker, and R. Dumitrescu, “Targeted-oriented selection of engineering methods,” Procedia CIRP, vol. 119, pp. 788–793, 2023, doi: 10.1016/j.procir.2023.02.166.
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| DOI
2023 | Journal Article | LibreCat-ID: 48051
L. Humpert, M. Wäschle, S. Horstmeyer, H. Anacker, R. Dumitrescu, and A. Albers, “Stakeholder-oriented Elaboration of Artificial Intelligence use cases using the example of Special-Purpose engineering,” Procedia CIRP, vol. 119, pp. 693–698, 2023, doi: 10.1016/j.procir.2023.02.160.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48669
C. Koldewey, R. Martin, R. Dumitrescu, and J. Winter, “Introduction to the Minitrack on Data-driven Services in Manufacturing: Innovation, Engineering, Transformation, and Management,” presented at the 56th Hawaii International Conference on System Sciences, Maui, Hawaii, 2023.
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| Files available
2023 | Conference Paper | LibreCat-ID: 49319
D. Tissen, C. Tschirner, C. Koldewey, and R. Dumitrescu, “Nachhaltigkeit durch Daten im MBSE: Einblick in die Entwicklung eines Modell-Empfehlungssystems,” in Tag des Systems Engineering, Würzburg, Deutschland, 2023.
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2023 | Conference Paper | LibreCat-ID: 49318
D. Tissen, C. Koldewey, and R. Dumitrescu, “A process-model for tailoring prototyping of cyber-physical systems,” presented at the XXXIVISPIM INNOVATION CONFERENCE - Innovation and Circular Economy, Ljubljana, Slovenia, 2023.
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2023 | Journal Article | LibreCat-ID: 47804
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, H. Anacker, R. Dumitrescu, and A. Papanikolaou, “Platform Approach for Modularising Battery Electric fast Ferries,” Proceedings of the Design Society, vol. 3, pp. 2905–2914, 2023, doi: 10.1017/pds.2023.291.
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| DOI
2023 | Journal Article | LibreCat-ID: 47803
J. Cieply, J.-P. Disselkamp, F. Dyck, W. Alturk, A. Kühn, and R. Dumitrescu, “A systematic literature review on the Digital Twin of the factory in the context of the product and factory lifecycle,” Procedia CIRP, vol. 119, pp. 834–840, 2023, doi: 10.1016/j.procir.2023.02.168.
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| DOI
2023 | Journal Article | LibreCat-ID: 47801
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, D. Grobbel, R. Dumitrescu, and A. Papanikolaou, “Development of a modular architecture for complex mechatronic systems,” Procedia CIRP, vol. 119, pp. 1158–1163, 2023, doi: 10.1016/j.procir.2023.02.186.
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| DOI
2023 | Journal Article | LibreCat-ID: 47802
J.-P. Disselkamp, J. Cieply, F. Dyck, R. Grothe, H. Anacker, and R. Dumitrescu, “Integrated product and production development - a systematic literature review,” Procedia CIRP, vol. 119, pp. 716–721, 2023, doi: 10.1016/j.procir.2023.06.198.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47805
D. Wilke, L. Humpert, J. Mansheim, H. Anacker, and R. Dumitrescu, “Systems Engineering Potentials and Use Cases for the Offer Phase in Special Purpose Machinery,” 2023, doi: 10.35199/dfx2023.23.
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| DOI
2023 | Journal Article | LibreCat-ID: 47809
L. Haarmann, F. Machon, M. Rabe, L. Asmar, and R. Dumitrescu, “Venture Client Model: A systematic Literature Review,” European Conference on Innovation and Entrepreneurship, vol. 18, no. 1, pp. 345–355, 2023, doi: 10.34190/ecie.18.1.1790.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47815
C. Kürpick, A. Kühn, L. Olszewski, and R. Dumitrescu, “Framework for Dual Transformation: A Systematic Literature Review on the Interplays between Digitalization and Sustainability,” 2023, doi: 10.1109/sustech57309.2023.10129630.
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| DOI
2023 | Conference Paper | LibreCat-ID: 47807
K. Ellermann, L. Asmar, and R. Dumitrescu, “A Technology Foresight Maturity Model,” Ljubljana, Slovenia, 2023.
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2023 | Conference Paper | LibreCat-ID: 47829
J. Brock et al., “A process mining maturity model: Enabling organizations to assess and improve their process mining activities,” in ECIS 2023 Proceedings at AIS Electronic Library (AISeL)., KRISTIANSAND, NORWAY, 2023, p. 256.
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2023 | Journal Article | LibreCat-ID: 47817
F. Dyck, H. Anacker, and R. Dumitrescu, “Virtual Assembly for Engineering – A Systematic Literature Review,” Procedia CIRP, vol. 118, pp. 912–917, 2023, doi: 10.1016/j.procir.2023.06.157.
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| DOI
2023 | Conference Paper | LibreCat-ID: 48422
L. Humpert et al., “Investigating the potential of artificial intelligence for the employee from the perspective of AI-experts,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD)., Rabat, Marokko, 2023.
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2023 | Conference Paper | LibreCat-ID: 48421
L. Humpert, K. Zagatta, H. Anacker, and R. Dumitrescu, “Identification of fields of action for validation in Systems Engineering,” presented at the IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD), Rabat, Marokko, 2023.
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2023 | Conference Paper | LibreCat-ID: 48423
L. Humpert, E. Mundt, L. Bretz, V. Bernz, H. Anacker, and R. Dumitrescu, “Criteria-based comparison of Systems Engineering and agile methods,” presented at the 8th International Conference on Information Systems Engineering, Bangkok, Thailand, 2023.
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2023 | Conference Paper | LibreCat-ID: 48427
S. Gabriel, A. Kühn, and R. Dumitrescu, “Strategic planning of the collaboration between humans and artificial intelligence in production,” presented at the 72nd CIRP General Assembly, Dublin, Ireland, 2023.
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2023 | Conference Paper | LibreCat-ID: 48425
E. Mundt, D. Wilke, H. Anacker, and R. Dumitrescu, “Principles for the effective application of Systems Engineering: A systematic literature review and application use case,” presented at the IEEE SMC, Maui, Hawaii, 2023.
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2023 | Conference Paper | LibreCat-ID: 48426
J. Tekaat, D. Wilke, H. Anacker, and R. Dumitrescu, “Integration von Design Thinking in Systems Engineering mit Hilfe des Systemdenkens,” presented at the TdSE 2023, Würzburg, 2023.
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2023 | Journal Article | LibreCat-ID: 47854
M. Scholtysik, C. Koldewey, M. Rohde, and R. Dumitrescu, “Integrative conceptualization of products and business models for the circular economy: A systematic literature review,” Procedia CIRP, vol. 119, pp. 841–846, 2023, doi: 10.1016/j.procir.2023.03.129.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49349
M. Scholtysik, C. Koldewey, R. Dumitrescu, C. Pierenkemper, and C. Hensen, “Einstieg in die Kreislaufwirtschaft: Integrative Planung von Produkten und Geschäftsmodellen,” 2023.
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2023 | Conference Paper | LibreCat-ID: 49365
J. Brock, N. Rempe, S. von Enzberg, A. Kühn, and R. Dumitrescu, “A Framework For The Domain-Driven Utilization Of Manufacturing Sensor Data In Process Mining: An Action Design Approach,” presented at the CONFERENCE ON PRODUCTION SYSTEMS AND LOGISTICS, CPSL 2023 , STELLENBOSCH, SOUTH AFRICA, 2023.
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2023 | Conference Paper | LibreCat-ID: 49362
J. Weller, N. Migenda, A. Wegel, M. Kohlhase, W. Schenk, and R. Dumitrescu, “Conceptual Framework for Prescriptive Analytics based on decision Theory,” presented at the The 2023 IEEE International Conference on Advances in Data-Driven Analytics and Intelligent Systems, Marrakesh, Marokko, 2023.
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2023 | Conference Paper | LibreCat-ID: 47836
P. Ködding, C. Koldewey, and R. Dumitrescu, “A Reference Process Model for Scenario-based Foresight,” presented at the ISPIM Innovation Conference: Innovation and Circular Economy, 2023.
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2023 | Conference Paper | LibreCat-ID: 48601
B. Stöhr, C. Koldewey, and R. Dumitrescu, “The Role of Design in interdisciplinary Product Development – Challenges, Research Approaches and Further Research needs,” in Proceedings of the Design Society, 2023, vol. 3, pp. 3473–3482, doi: 10.1017/pds.2023.348.
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| DOI
2023 | Journal Article | LibreCat-ID: 47850
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Designing Business Models for a Circular Economy,” Proceedings of the Design Society, vol. 3, pp. 1347–1356, 2023, doi: 10.1017/pds.2023.135.
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| DOI
2023 | Journal Article | LibreCat-ID: 47813
S. Japs, F. Faheem, H. Anacker, S. Husung, and R. Dumitrescu, “Model-based Systems Engineering using Security Design Patterns in the Context of ISO/SAE 21434,” Proceedings of the Design Society, vol. 3, pp. 2675–2684, 2023, doi: 10.1017/pds.2023.268.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49361
T. Seidenberg, J.-P. Disselkamp, C. Jürgenhake, A. Wicker, R. Dumitrescu, and E. Tolo, “TCO analysis of a modular and integral product architecture in shipbuilding,” presented at the IEEE Ice Conference 2023, Edingburgh, 2023, doi: 10.1109/ICE/ITMC58018.2023.10332277.
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| DOI
2023 | Conference Paper | LibreCat-ID: 49360
J.-P. Disselkamp, T. Seidenberg, C. Jürgenhake, H. Anacker, and R. Dumitrescu, “Future production of ships – case study for modular high-speed ferries,” presented at the IEEE Ice Conference 2023, Edingburgh, 2023, doi: 10.1109/ICE/ITMC58018.2023.10332382.
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| DOI
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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| DOI
2023 | Misc | LibreCat-ID: 52671
R. Dumitrescu and K. Hölzle, Vorausschau und Technologieplanung. 17. Symposium für Vorausschau und Technologieplanung , vol. Band 413. 2023.
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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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| DOI
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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| DOI
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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| Download (ext.)
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: 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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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.
LibreCat
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
| Download (ext.)
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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| DOI
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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2022 | Conference Paper | LibreCat-ID: 33983
M. Scholtysik, M. Rohde, C. Koldewey, and R. Dumitrescu, “Adapting the product design to the circular economy using R-principles,” 2022.
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| Files available
2022 | Book | LibreCat-ID: 52670
R. Dumitrescu and C. Koldewey, Datengestützte Projektplanung, vol. Band 408. 2022.
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2022 | Conference Paper | LibreCat-ID: 47831
P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien,” in Digitalisierung souverän gestalten II, 2022.
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2021 | Conference Paper | LibreCat-ID: 26050
P. Ködding and R. Dumitrescu, “Szenario-Technik mit digitalen Technologien (in Druck),” in Digitalisierung souverän gestalten, 2021.
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2021 | Conference Paper | LibreCat-ID: 26401
M. Förster, M. Rabe, A. Kühn, and R. Dumitrescu, “Practical approach for the development of digital guidelines for smart cities,” presented at the IEEE E-TEMS 2021, 2021.
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2021 | Conference Paper | LibreCat-ID: 26402
J. Tekaat, H. Anacker, and R. Dumitrescu, “The Paradigm of Design Thinking and Systems Engineering in the Design of Cyber-Physical Systems: A Systematic Literature Review,” presented at the 7th IEEE International Symposium on Systems Engineering, 2021.
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2021 | Conference Paper | LibreCat-ID: 26403
D. Wilke, A. Schierbaum, L. Kaiser, and R. Dumitrescu, “Need for Action for a Company-Wide Introduction of Systems Engineering in Machinery and Plant Engineering,” presented at the ICED 2021, Gothenburg, Sweden, 2021.
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2021 | Conference Paper | LibreCat-ID: 26404
D. Eckertz, H. Anacker, and R. Dumitrescu, “Augmented Reality-based Product Validation to Support Collaborative Engineering of Complex Technical Systems,” in Proceedings of the 18th International Conference on Remote Engineering and Virtual Instrumentation, Online Engineering and Society 4.0, 2021, vol. 298, pp. 451–463.
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2021 | Conference Paper | LibreCat-ID: 26492
S. Gabriel, T. Grauthoff, R. Joppen, A. Kühn, and R. Dumitrescu, “Analyzing socio-technical risks in implementation of Industry 4.0-use cases,” in Procedia CIRP, Enschede, the Netherlands, 2021, vol. 100, pp. 241–246.
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2021 | Conference Paper | LibreCat-ID: 26823
A. Kharatyan, C. Jürgenhake, and R. Dumitrescu, “Towards generative design in the development of mechatronic integrated devices (MID),” in Procedia CIRP, 2021, vol. Vol. 100, pp. 373–378.
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2021 | Conference Paper | LibreCat-ID: 26830
T. Mager, C. Jürgenhake, and R. Dumitrescu, “Approach for a modular design methodology for an efficient development of 3D MID components,” in 14th International Congress Molded Interconnect Devices (MID), Amberg, 2021, pp. 1–9.
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2021 | Conference Paper | LibreCat-ID: 26833
F. Hemmelgarn, P. Ehlert, T. Mager, C. Jürgenhake, and R. Dumitrescu, “Evaluation of different additive manufacturing technologies for MIDs in the context of smart sensor systems for retrofit applications,” presented at the International Congress Molded Interconnect Devices (MID), Amberg, 2021.
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2021 | Conference Paper | LibreCat-ID: 26839
J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Socio-technical risk management in the age of digital transformation – identification and analysis of existing approaches,” in Procedia CIRP, 2021, vol. 100, pp. 708–713.
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2021 | Conference Paper | LibreCat-ID: 26843
F. Schnasse, J. S. Menzefricke, and R. Dumitrescu, “Identification of Socio-Technical Risks and Their Correlations in the Context of Digital Transformation for the Manufacturing Sector,” in Proceedings of the IEEE 8th International Conference on Industrial Engineering and Applications (ICIEA), 2021, pp. 159–166.
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2021 | Conference Paper | LibreCat-ID: 26850
S. Japs, H. Anacker, and R. Dumitrescu, “SAVE: Security & safety by model-based systems engineering on the example of automotive industry,” in Procedia CIRP, 2021, pp. 187–192.
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2021 | Conference Paper | LibreCat-ID: 26851
R. Dumitrescu et al., “Erfolgspotentiale für die Zukunft des Engineeringstandorts Deutschland – Ein Beitrag zum Advanced Systems Engineering,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021.
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2021 | Conference Paper | LibreCat-ID: 26852
A. Kharatyan, J. Tekaat, S. Japs, H. Anacker, and R. Dumitrescu, “Metamodel for safety and security integrated system architecture modeling,” in Proceedings of the Design Society, Cavtat, Dubrovnik, Croatia, 2021, vol. Vol. 1, pp. 2027–2036.
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2021 | Journal Article | LibreCat-ID: 26855
M. Meyer, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “UNDERSTANDING USAGE DATA-DRIVEN PRODUCT PLANNING: A SYSTEMATIC LITERATURE REVIEW,” Proceedings of the Design Society, pp. 3289–3298, 2021, doi: 10.1017/pds.2021.590.
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| DOI
2021 | Conference Paper | LibreCat-ID: 26857
M. Meyer et al., “Zukunftsrobuste Weiterentwicklung von Produktportfolios: Erkenntnisse und Handlungsbedarfe aus der Praxis,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.
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2021 | Journal Article | LibreCat-ID: 26858
M. Meyer, M. Panzner, C. Koldewey, and R. Dumitrescu, “Towards Identifying Data Analytics Use Cases in Product Planning,” Procedia CIRP, vol. 104, pp. 1179–1184, 2021.
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2021 | Conference Paper | LibreCat-ID: 26864
J.-P. Hemkentokrax, D. Eckelt, L. Haarmann, C. Koldewey, and R. Dumitrescu, “Die Kraft von Startup-Partnerschaften für das Innovationssystem eines Automobilzulieferers,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.
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2021 | Conference Paper | LibreCat-ID: 26903
A. Wegel, P. Sahrhage, F. Worthmann, M. Rabe, and R. Dumitrescu, “Referenzarchitektur für Smart Services,” in Stuttgarter Symposium für Produktentwicklung SSP 2021, 2021, p. 12, doi: http://dx.doi.org/10.18419/opus-11478.
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| DOI
2021 | Conference Paper | LibreCat-ID: 26905
J. Reinhold, C. Koldewey, R. Dumitrescu, and G. Rausch, “Smart Service-Transformation - Den Wandel der Wertschöpfung erfolgreich gestalten,” in Vorausschau und Technologieplanung - 16. Symposium Vorausschau und Technologieplanung, Berlin, 2021, vol. 400.
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2021 | Journal Article | LibreCat-ID: 26908
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Identifying Value Creation Patterns for Smart Services,” Procedia CIRP, 2021.
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2021 | Book | LibreCat-ID: 26984
R. Dumitrescu, L. Özcan, P. Ködding, M. Foullois, and R. Bernijazov, Künstliche Intelligenz in der Produktentstehung. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
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2021 | Journal Article | LibreCat-ID: 26990
M. Scholtysik, J. Reinhold, C. Koldewey, and R. Dumitrescu, “SUSTAINABILITY THROUGH THE DIGITALIZATION: EXPLORING POTENTIALS AND DESIGNING VALUE CO-CREATION ARCHITECTURES FOR PRODUCT-SERVICE-SYSTEMS,” Proceedings of the Design Society, vol. 1, pp. 2871–2880, 2021, doi: 10.1017/pds.2021.548.
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| DOI
2021 | Journal Article | LibreCat-ID: 26998
J. Reinhold, P. Ködding, M. Scholtysik, C. Koldewey, and R. Dumitrescu, “Smart Service-Transformation mit Geschäftsmodellmustern,” Zeitschrift für wirtschaftlichen Fabrikbetrieb, pp. 337–341, 2021, doi: 10.1515/zwf-2021-0069.
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| DOI
2021 | Conference Paper | LibreCat-ID: 27055
B. Lagemann, T. Seidenberg, C. Jürgenhake, S. O. Erikstad, and R. Dumitrescu, “System alternatives for modular, zero-emission high-speed ferries,” presented at the SNAME International Conference on Fast Sea Transportation, Rhode Island, USA, 2021.
LibreCat
2021 | Conference Paper | LibreCat-ID: 27056
S. Japs, H. Anacker, L. Kaiser, J. Holtmann, R. Dumitrescu, and F. Kargl, “D-REQs: Determination of security & safety requirements in workshops based on the use of model-based systems engineering,” in Proceedings of the IEEE, Notre Dame, IN, USA, 2021, vol. 1, pp. 412–414.
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2021 | Journal Article | LibreCat-ID: 27057
U. Mohammad et al., “Smart factory reference model for training on Industry 4.0,” Journal of Mechanical Engineering (JMechE) , vol. 16, no. 2, pp. 129–144, 2021, doi: https://doi.org/10.21491/jmeche.v16i2.15331.
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| DOI
2021 | Journal Article | LibreCat-ID: 27081
J. Yee et al., “Data-Driven Model for Upper Limb Spasticity Detection,” International Journal of Integrated Engineering, vol. 13, no. 4, pp. 180–188, 2021, doi: http://orcid.org/0000-0002-5355-7908.
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| DOI
2021 | Newspaper Article | LibreCat-ID: 27082
C. Wiecher, C. Wolff, H. Anacker, and R. Dumitrescu, “Selecting Features for the Next Release in a System of Systems Context,” arXiv preprint, 2021.
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2021 | Conference Paper | LibreCat-ID: 27085
D. Hobscheidt, A. Kühn, and R. Dumitrescu, “Derivation of socio-technical solution patterns for industry 4.0 problem classes,” in Procedia CIRP, 2021, vol. 100, pp. 301–306.
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2021 | Conference Paper | LibreCat-ID: 27086
N. Niewöhner, N. Lang, L. Asmar, D. Röltgen, A. Kühn, and R. Dumitrescu, “Towards an ambidextrous innovation management maturity model,” in Procedia CIRP, 2021, vol. 100, pp. 289–294.
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2021 | Conference Paper | LibreCat-ID: 27087
S. Gabriel, N. Niewöhner, L. Asmar, A. Kühn, and R. Dumitrescu, “Integration of agile practices in the product development process of intelligent technical systems,” in Procedia CIRP, 2021, vol. 100, pp. 427–432.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27089
C. Koldewey, J. Gausemeier, R. Dumitrescu, H. H. Evers, M. Frank, and J. Reinhold, “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization,” in Digitalization, D. R. Schallmo and J. Tidd, Eds. Springer, 2021, pp. 205–237.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 27093
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, 2021, vol. 99, pp. 21–26.
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2021 | Conference Paper | LibreCat-ID: 27094
C. Wiecher, J. Greenyer, C. Wolff, H. Anacker, and R. Dumitrescu, “Iterative and Scenario-Based Requirements Specification in a System of Systems Context,” in Requirements Engineering: Foundation for Software Quality, REFSQ 2021, Essen, 2021.
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2021 | Book Chapter | LibreCat-ID: 27139
M. Foullois et al., “Arbeit 4.0 in der Produktentstehung mit IviPep,” in Arbeit in der digitalisierten Welt - Praxisbeispiele und Gestaltungslösungen aus dem BMBF-Förderschwerpunkt, W. Bauer, S. Mütze-Niewöhner, S. Stowasser, C. Zanker, and N. Müller, Eds. Springer Vieweg, Berlin, Heidelberg, 2021, pp. 239–255.
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2021 | Conference Paper | LibreCat-ID: 27140
M. Drewel, L. Özcan, J. Gausemeier, and R. Dumitrescu, “Platform Patterns - Using Proven Principles to Develop Digital Platforms,” in Journal of the Knowledge Economy, 2021, vol. Volume 12, pp. 519–543, doi: 10.1007/s13132-021-00772-3.
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| DOI
2021 | Conference Paper | LibreCat-ID: 27141
R. Rasor, D. Göllner, R. Bernijazov, L. Kaiser, and R. Dumitrescu, “Towards collaborative life cycle specification of digital twins in manufacturing value chains,” in Procedia CIRP, 2021, vol. 98, pp. 229–234.
LibreCat
2021 | Book Chapter | LibreCat-ID: 27504
D. Spath, J. Gausemeier, R. Dumitrescu, J. Winter, S. Steglich, and M. Drewel, “Digitalisation of Society,” in Handbook of Engineering Systems Design, A. Maier, J. Oehmen, and P. E. Vermaas, Eds. Springer, Cham, 2021, pp. 2–27.
LibreCat
2021 | Conference (Editor) | LibreCat-ID: 27519
J. Gausemeier, W. Bauer, and R. Dumitrescu, Eds., Vorausschau und Technologieplanung - 16. Symposium für Vorausschau und Technologieplanung, vol. Band 400. Paderborn: Heinz Nixdorf Institut, Universität Paderborn, 2021.
LibreCat
2021 | Book | LibreCat-ID: 23458
R. Dumitrescu, A. Albers, J. Gausemeier, O. Riedel, and R. Stark, Engineering in Deutschland – Status quo in Wirtschaft und Wissenschaft. Ein Beitrag zum Advanced Systems Engineering. Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM, Paderborn, 2021.
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2021 | Conference Paper | LibreCat-ID: 23779
R. Bernijazov et al., “A Meta-Review on Artificial Intelligence in Product Creation,” presented at the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021) - Workshop “AI and Product Design,” Montreal, Kanada, 2021.
LibreCat
| Download (ext.)
2021 | Book Chapter | LibreCat-ID: 22306
C. Koldewey, J. Gausemeier, R. Dumitrescu, H.-H. Evers, M. Frank, and J. Reinhold, “Development Process for Smart Service Strategies: Grasping the Potentials of Digitalization for Servitization,” in Digitalization, D. R. Schallmo and J. Tidd, Eds. Cham: Springer Nature, 2021, pp. 205–237.
LibreCat
| DOI
2021 | Conference Abstract | LibreCat-ID: 22307
D. Eckertz, M. Möller, H. Anacker, and R. Dumitrescu, “Digital Knowledge Base for Industrial Augmented Reality Systems Based on Semantic Technologies,” in Proceedings of the International Conference on Information and Computer Technologies, Kahului, Hawaii, United States of America, 2021.
LibreCat
2021 | Newspaper Article | LibreCat-ID: 27058
C. Wiecher, J. Fischbach, J. Greenyer, A. Vogelsang, C. Wolff, and R. Dumitrescu, “Integrated and Iterative Requirements Analysis and Test Specification: A Case Study at Kostal,” arXiv preprint, 2021.
LibreCat
2021 | Journal Article | LibreCat-ID: 37404
J. S. Menzefricke, I. Wiederkehr, C. Koldewey, and R. Dumitrescu, “Maturity-based Development of Strategic Thrusts for Socio-technical Risks,” Procedia CIRP, vol. 104, pp. 241–246, 2021, doi: 10.1016/j.procir.2021.11.041.
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| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
2020 | Journal Article | LibreCat-ID: 27096
C. Koldewey, M. Meyer, P. Stockbruegger, R. Dumitrescu, and J. Gausemeier, “Framework and Functionality Patterns for Smart Service Innovation,” Procedia CIRP (91), pp. 851–857, 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: 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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
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.
LibreCat
2020 | Conference Paper | LibreCat-ID: 18876 |
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.
LibreCat
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.
LibreCat
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.
LibreCat
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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| DOI
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.
LibreCat
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.
LibreCat
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.
LibreCat
2020 | Book Chapter | LibreCat-ID: 20568 |
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 |
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 |
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 |
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: 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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| DOI
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.
LibreCat
2019 | Journal Article | LibreCat-ID: 27102
C. Pierenkemper, J. Reinhold, R. Dumitrescu, and J. Gausemeier, “Erfolg versprechende Industrie 4.0-Zielposition - Ermittlung unter Berücksichtigung zukünftiger Umfeldentwicklungen,” Industrie 4.0 Management (5), pp. 30–34, 2019.
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2019 | Conference Paper | LibreCat-ID: 27103
M. Massmann et al., “Significance and Challenges of Data-driven Product Generation and Retrofit Planning,” 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 27104
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 27105
F. Wortmann, R. Joppen, M. Drewel, A. Kühn, and R. Dumitrescu, “Developing and Evaluating Concepts for a Digital Platform,” in IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 27107
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” 2019.
LibreCat
2019 | Book | LibreCat-ID: 27109
J. Gausemeier, R. Dumitrescu, J. Echterfeld, T. Pfänder, D. Steffen, and F. Thielemann, Innovationen für die Märkte von morgen - Strategische Planung von Produkten, Dienstleistungen und Geschäftsmodellen. München: Carl Hanser Verlag, 2019.
LibreCat
2019 | Newspaper Article | LibreCat-ID: 17402
C. Koldewey and R. Dumitrescu, “Strategie als Erfolgsfaktor,” ServiceToday, no. 4, pp. 76–77, 2019.
LibreCat
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.
LibreCat
2019 | Conference Paper | LibreCat-ID: 17404
M. Frank et al., “Classification-based Planning of Smart Service Portfolios,” in Proceedings of the ISPIM connects, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 18874 |
J. Reinhold, M. Frank, C. Koldewey, R. Dumitrescu, and J. Gausemeier, “Competence-based Planning of Value Networks for Smart Services,” in Proceedings of the ISPIM Connects Ottawa – Innovation for Local and Global Impact, 2019.
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2019 | Conference Paper | LibreCat-ID: 22708
D. Eckelt, R. Bismark, R. Dumitrescu, M. Frank, J. Gausemeier, and J. Reinhold, “Strategische Planung des Wertschöpfungsbeitrags von HELLA für automatisiertes Fahren von morgen,” in Vorausschau und Technologieplanung, 2019, vol. 390, pp. 535–555.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22709
R. Dumitrescu, S. Japs, L. Kaiser, and R. Rasor, “Model Checking of Integratively Designed Product and Production Systems,” in TdSE 2019, 2019.
LibreCat
2019 | Conference Paper | LibreCat-ID: 22710
A. Albers, K. F. Ellermann, A. Kühn, and R. Dumitrescu, “Entwicklung einer Suchstrategie für ein medienbasiertes Technologiesanning am Beispiel der Antriebstechnik,” in 15. Symposium für Vorausschau und Technologieplanung, 2019, vol. 390, pp. 277–291.
LibreCat
2019 | Newspaper Article | LibreCat-ID: 22714
C. Pierenkemper, J. Reinhold, R. Dumitrescu, and J. Gausemeier, “Erfolg versprechende Industrie 4.0-Zielposition - Ermittlung unter Berücksichtigung zukünftiger Umfeldentwicklungen,” Industrie 4.0 Management, vol. 5, pp. 30–34, 2019.
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2019 | Conference Paper | LibreCat-ID: 22716
F. Wortmann, R. Joppen, M. Drewel, A. Kühn, and R. Dumitrescu, “Developing and Evaluating Concepts for a Digital Platform,” in IAMOT 2019 – Proceedings of the 28th International Association for Management of Technology Conference, Apr. 2019 International Association for Management of Technology (IAMOT), IAMOT, 2019.
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