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