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399 Publications
2024 | Journal Article | LibreCat-ID: 58421
von Enzberg, S., Weller, J., Brock, J., Merkelbach, S., Panzner, M., Lick, J., Kühn, A., & Dumitrescu, R. (2024). On the Current State of Industrial Data Science: Challenges, Best Practices, and Future Directions. Procedia CIRP, 130, 1454–1461. https://doi.org/10.1016/j.procir.2024.10.266
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2024 | Journal Article | LibreCat-ID: 58422
Weller, J., Migenda, N., Enzberg, S. von, Kohlhase, M., Schenck, W., & Dumitrescu, R. (2024). Design decisions for integrating Prescriptive Analytics Use Cases into Smart Factories. Procedia CIRP, 128, 424–429. https://doi.org/10.1016/j.procir.2024.03.022
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2024 | Journal Article | LibreCat-ID: 58420
Hartmann, S., Brock, J., Kühn, A., & Dumitrescu, R. (2024). Applying Artificial Intelligence in the Smart Factory: Lessons Learned from real-world use cases. Procedia CIRP, 130, 100–105. https://doi.org/10.1016/j.procir.2024.10.062
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2024 | Conference Paper | LibreCat-ID: 58423
Weller, J., Migenda, N., Kühn, A., & Dumitrescu, R. (2024). Prescriptive Analytics Data Canvas: Strategic Planning For Prescriptive Analytics In Smart Factories. CPSL - Conference on Production Systems and Logistics 2024 , Hawaii, Honululu. https://doi.org/10.15488/17721
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2024 | Conference Paper | LibreCat-ID: 58431
Merkelbach , S., Diedrich , A., Sztyber-Betley, A., Travé-Massuyès, L., Chanthery , E., Niggemann , O., & Dumitrescu , R. (2024). Using Multi-Modal LLMs to Create Models for Fault Diagnosis. Open Access Series in Informatics (OASIcs), 125, 31:1-31:15.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58424
Niederhaus, M., Migenda, N., Weller, J., Schenck, W., & Kohlhase, M. (2024). Technical Readiness of Prescriptive Analytics Platforms: A Survey. 2024 35th Conference of Open Innovations Association (FRUCT). https://doi.org/10.23919/fruct61870.2024.10516367
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2024 | Journal Article | LibreCat-ID: 58435
Wilke, D., Mansheim, J., & Dumitrescu, R. (2024). Challenges and Research Needs in the Offer Phase of Special Purpose Machinery and Plant Engineering – A Qualitative Study with Industry Experts. IEEE Engineering Management Review, 1–14. https://doi.org/10.1109/emr.2024.3503994
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2024 | Conference Paper | LibreCat-ID: 58432
Merkelbach, S., Heuwinkel, T., & Dumitrescu, R. (2024). PID-Gen: Towards an Algorithm for the Generation of Random P&IDs. 2024 IEEE 29th International Conference on Emerging Technologies and Factory Automation (ETFA). https://doi.org/10.1109/etfa61755.2024.10710643
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2024 | Conference Paper | LibreCat-ID: 58436
Humpert, L., Wilke, D., Tissen, D., Rummney, J., Anacker, H., & Dumitrescu, R. (2024). Investigation of validation methods for system design in the B2B sector. 2024 IEEE International Systems Conference (SysCon). https://doi.org/10.1109/syscon61195.2024.10553571
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2024 | Conference Paper | LibreCat-ID: 58434
Wilke, D., Humpert, L., Suwal, P., & Dumitrescu, R. (2024). Framework for the Selection of Systems Engineering Modelling Languages and Methods for Special Purpose Machinery. Proceedings of NordDesign 2024. https://doi.org/10.35199/norddesign2024.59
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2024 | Conference Paper | LibreCat-ID: 58433
Hanke, F., Moallim, K., Bernijazov, R., Demir, R., Brunnhausser, J., Dumitrescu, R., & Lindow, K. (2024). Intelligent Part Comparison in Computer Aided Design. Proceedings of NordDesign 2024. https://doi.org/10.35199/norddesign2024.16
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2024 | Conference Paper | LibreCat-ID: 58445
Wyrwich, F., Tschirner, C., Bohnenkamp, T., Hovemann, A., & Dumitrescu, R. (2024). Anwendung und Integration des Application Lifecycle Managements im Produktlebenszyklus-Ergebnisse einer Industrie-Studie. Tag des Systems Engineering 2024. Tag des Systems Engineering 2024, Leipzig.
LibreCat
2024 | Conference Paper | LibreCat-ID: 58443
Wilke, D., Grote, E.-M., Schierbaum, A., & Dumitrescu, R. (2024). Messbare Erfolgskriterien von Systems Engineering. Tag des Systems Engineering 2024. Tag des Systems Engineering 2024, Leipzig.
LibreCat
2024 | Journal Article | LibreCat-ID: 58467
Latos, B., Buckhorst, A., Kalantar, P., Bentler, D., Gabriel, S., Dumitrescu, R., Minge, M., Steinmann, B., & Guhr, N. (2024). Time autonomy in personnel planning: Requirements and solution approaches in the context of intelligent scheduling from a holistic organizational perspective Zeitautonomie in der Personaleinsatzplanung: Anforderungen und Lösungsansätze im Rahmen einer intelligenten Planung aus ganzheitlicher organisationaler Perspektive. Zeitschrift Für Arbeitswissenschaft, 78(3), 277–298. https://doi.org/10.1007/s41449-024-00432-7
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2024 | Journal Article | LibreCat-ID: 58468
Kaiser, L., Wilke, D., Förster, F., Köhler, I., & Dumitrescu, R. (2024). Evolving Roles in Systems Engineering —‐ Insights from Germany’s Mechanical and Plant Engineering Sector. INCOSE International Symposium, 34(1), 1413–1428. https://doi.org/10.1002/iis2.13216
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2024 | Journal Article | LibreCat-ID: 58466
Carayannis, E. G., Dumitrescu, R., Falkowski, T., & Zota, N.-R. (2024). Empowering SMEs “Harnessing the Potential of Gen AI for Resilience and Competitiveness.” IEEE Transactions on Engineering Management, 71, 14754–14774. https://doi.org/10.1109/tem.2024.3456820
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2024 | Journal Article | LibreCat-ID: 58474
Panzner, M., von Enzberg, S., & Dumitrescu, R. (2024). Developing a data analytics toolbox for data-driven product planning: a review and survey methodology. Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 38, Article e18. https://doi.org/10.1017/s0890060424000209
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2024 | Journal Article | LibreCat-ID: 58475
Schlegel, M., Just, M., Pfaff, F., Wiederkehr, I., Koldewey, C., Kempf, C., Dumitrescu, R., & Albers, A. (2024). Future Robust Product Portfolio Development: Modelling Innovation Potentials in Product Portfolios. Procedia CIRP, 128, 555–560. https://doi.org/10.1016/j.procir.2024.03.036
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2024 | Conference Paper | LibreCat-ID: 58469
Schreiner, N., de Oliveira, F., Trienens, M., Kürpick, C., Asmar, L., Kühn, A., & Dumitrescu, R. (2024). Corporate Emission Profiles: Analyzing the 160 largest German Companies. Proceedings R&D Management Conference. R&D Management Conference 2024. https://doi.org/10.24406/PUBLICA-3609
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2024 | Conference Paper | LibreCat-ID: 58470
Schlegel, M., Müller, M., Kempf, C., Albers, A., Wiederkehr, I., Koldewey, C., & Dumitrescu, R. (2024). How to Derive Innovation Potentials Advancing the Product Portfolio? The International Society for Professional Innovation Management (ISPIM), 1–18.
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