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Fabian Steinberg, M.Sc.

Team:
Datenbasierte Geschäftsmodelle
Büro:
CB 1.2
Sprechzeiten:
nur nach Vereinbarung


xing
linkedin
orcid
research_gates

Publikationen

  • Burggräf, P., Steinberg, F., Heinbach, B., Bamberg, M. : Reinforcement Learning for Process Time Optimization in an Assembly Process Utilizing an Industry 4.0 Demonstration Cell (2022) in: Procedia CIRP. 107. 1095-1100. 10.1016/j.procir.2022.05.114 Original
  • Burggräf, P., Wagner, J., Steinberg, F., Heinbach, B., Wigger, M., Saßmannshausen, T. : Life Cycle Assessment for Adaptive Remanufacturing: incorporating ecological considerations into the planning of maintenance activities – a case study in the German heavy machinery industry (2022) in: Procedia CIRP. 105. 320-325. 10.1016/j.procir.2022.02.053 Original
  • Burggräf, P., Wagner, J., Heinbach, B., Steinberg, F., Perez, A., Schmallenbach, L., Garcke, J., Steffes-lai, D., Wolter, M. : Predictive analytics in quality assurance for assembly processes: lessons learned from a case study at an industry 4.0 demonstration cell (2021) in: Procedia CIRP. 10.36227/techrxiv.14113715.v3 Original
  • Burggräf, P., Wagner, J., Heinbach, B., Steinberg, F. : Machine Learning-Based Prediction of Missing Components for Assembly – a Case Study at an Engineer-to-Order Manufacturer (2021) in: IEEE Access (Volume 9). 10.1109/ACCESS.2021.3075620 Original
  • Saßmannshausen, T., Burggräf, P., Wagner, J., Hassenzahl, M., Heupel, T., Steinberg, F. : Trust in artificial intelligence within production management – an exploration of antecedents (2021) in: Ergonomics, S. 1-18. https://doi.org/10.1080/00140139.2021.1909755 Original
  • Burggräf, P., Wagner J., Heinbach, B., Steinberg, F., Pérez, A., Schmallenbach, L., Garcke, J., Steffes-Iai, D., Wolter, M. : Predictive analytics in quality assurance for assembly processes: lessons learned from a case study at an industry 4.0 demonstration cell (2021) in: TechRxiv. https://dx.doi.org/10.36227/techrxiv.14113715.v3 Original
  • Burggräf, P., Wagner, J., Koke, B., Steinberg, F. : Approaches for the prediction of lead times in an engineer to order environment - a systematic review (2020) in: IEEE Access. 10.1109/ACCESS.2020.3010050 Download

/team/images/steinberg_neu.jpg

Fabian Steinberg, M.Sc.

Team:
Datenbasierte Geschäftsmodelle
Büro:
CB 1.2
Sprechzeiten:
nur nach Vereinbarung


xing
linkedin
orcid
research_gates

Publikationen

  • Burggräf, P., Steinberg, F., Heinbach, B., Bamberg, M. : Reinforcement Learning for Process Time Optimization in an Assembly Process Utilizing an Industry 4.0 Demonstration Cell (2022) in: Procedia CIRP. 107. 1095-1100. 10.1016/j.procir.2022.05.114 Original
  • Burggräf, P., Wagner, J., Steinberg, F., Heinbach, B., Wigger, M., Saßmannshausen, T. : Life Cycle Assessment for Adaptive Remanufacturing: incorporating ecological considerations into the planning of maintenance activities – a case study in the German heavy machinery industry (2022) in: Procedia CIRP. 105. 320-325. 10.1016/j.procir.2022.02.053 Original
  • Burggräf, P., Wagner, J., Heinbach, B., Steinberg, F., Perez, A., Schmallenbach, L., Garcke, J., Steffes-lai, D., Wolter, M. : Predictive analytics in quality assurance for assembly processes: lessons learned from a case study at an industry 4.0 demonstration cell (2021) in: Procedia CIRP. 10.36227/techrxiv.14113715.v3 Original
  • Burggräf, P., Wagner, J., Heinbach, B., Steinberg, F. : Machine Learning-Based Prediction of Missing Components for Assembly – a Case Study at an Engineer-to-Order Manufacturer (2021) in: IEEE Access (Volume 9). 10.1109/ACCESS.2021.3075620 Original
  • Saßmannshausen, T., Burggräf, P., Wagner, J., Hassenzahl, M., Heupel, T., Steinberg, F. : Trust in artificial intelligence within production management – an exploration of antecedents (2021) in: Ergonomics, S. 1-18. https://doi.org/10.1080/00140139.2021.1909755 Original
  • Burggräf, P., Wagner J., Heinbach, B., Steinberg, F., Pérez, A., Schmallenbach, L., Garcke, J., Steffes-Iai, D., Wolter, M. : Predictive analytics in quality assurance for assembly processes: lessons learned from a case study at an industry 4.0 demonstration cell (2021) in: TechRxiv. https://dx.doi.org/10.36227/techrxiv.14113715.v3 Original
  • Burggräf, P., Wagner, J., Koke, B., Steinberg, F. : Approaches for the prediction of lead times in an engineer to order environment - a systematic review (2020) in: IEEE Access. 10.1109/ACCESS.2020.3010050 Download

 
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