M. Sc. Steffen Wagenmann

Fields of research

  •     Data-driven validation of the system of objectives
  •     Product generation development
  •     Modular development

Publikationen


Enhancing efficiency and environmental performance of laser-cutting machine tools: An explainable machine learning approach
Krause, A.; Dannerbauer, T.; Wagenmann, S.; Tjaden, G.; Ströbel, R.; Fleischer, J.; Albers, A.; Bursac, N.
2024. Procedia CIRP, 130, 1674–1679. doi:10.1016/j.procir.2024.10.299
Data-driven life cycle assessment for mechatronic systems: a comparative analysis of environmental impact assessments
Krause, A.; Wagenmann, S.; Ritzer, K.; Albers, A.; Bursac, N.
2024. Proceedings of the Design Society, 4, 1339 – 1348. doi:10.1017/pds.2024.136
Reference Architecture for Metadata Management - A Case Study on Data Mining in the Development of Cyber-Physical Systems
Wagenmann, S.; Krause, A.; Rall, J.; Kaeske, J.; Schoeck, M.; Bursac, N.; Albers, A.
2024. 2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Singapur, 18th-21st December 2023, 1057 – 1061, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IEEM58616.2023.10406413
Application Fields of Flexible Production Systems and Their Impact on Agile Product Creation
Schoeck, M.; Hahn, J.; Wagenmann, S.; Rapp, S.; Albers, A.
2023. Procedia CIRP, 120, 1345–1350. doi:10.1016/j.procir.2023.09.174
Data-driven modelling of the functional level in model-based systems engineering – Optimization of module scopes in modular development
Wagenmann, S.; Züfle, M.; Weidinger, F.; Heinzelmann, L.; Rapp, S.; Bursac, N.; Krause, D.; Albers, A.
2023. Procedia CIRP, 119, 1047 – 1052. doi:10.1016/j.procir.2023.03.147
Descriptive Attributes of Analysis Use Cases in the Data-Driven Validation of Elements in the System of Objectives
Wagenmann, S.; Weidinger, F.; Schöck, M.; Albers, A.; Bursac, N.
2023. Proceedings of the Design Society, 3, 1207 – 1216. doi:10.1017/pds.2023.121
Stakeholder Needs in Systems Engineering: A Proposal for a Formal Definition
Kubin, A.; Wagenmann, S.; Reichert, F.; Mandel, C.; Albers, A.
2023. 2023 IEEE International Systems Conference (SysCon), Vancouver, Canada, 17-20 April 2023, 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/SysCon53073.2023.10131072
Application and Adaptation of a Process Model for Data-Driven Validation of the System of Objectives
Wagenmann, S.; Krause, A.; Rapp, S.; Albers, A.; Sommer, L.; Bursac, N.
2023. 2022 IEEE International Symposium on Systems Engineering (ISSE), 1–8, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/ISSE54508.2022.10005430
Process Model for the Data-driven Identification of Machine Function Usage for the Reduction of Machine Variants
Wagenmann, S.; Krause, A.; Rapp, S.; Hunemeyer, S.; Albers, A.; Bursac, N.
2022. 2022 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), 0444–0451, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/IEEM55944.2022.9989909
Anforderungsmanagement in der Agilen Entwicklung Mechatronischer Systeme – ein Widerspruch in sich?
Bursac, N.; Rapp, S.; Waldeier, L.; Wagenmann, S.; Albers, A.; Deiss, M.; Hettich, V.
2021. EEE 2021 - Entwerfen Entwickeln Erleben in Produktentwicklung und Design 2021, 17. und 18. Juni 2021, digital. Hrsg.: R. Stelzer, TUDpress