Publikationen

Sauer, R., Burggraef, P., Steinberg, F. : A Systematic Review of Machine Learning for Hybrid Intelligence in Production Management (2025) in: Decision Analytics Journal. 10.1016/j.dajour.2025.100574 Original

Müller, N., Burggraef, P., Steinberg, F., Sauer, R., Schütz, M. : An Analytical Review of Predictive Methods for Delivery Delays in Supply Chains (2025) in: Supply Chain Analytics. 10.1016/j.sca.2025.100130 Original

Sauer, R., Burggraef, P. : Hybrid intelligence – systematic approach and framework to determine the level of Human-AI collaboration for production management use cases (2024) in: Production Engineering. 10.1007/s11740-024-01326-7 Original

Burggraef, P., Steinberg, F., Becher, A., Löher, D., Stracke, L., Sauer, R., Müller, N. : Optimize existing structures and workflows: Using a real-time locating system (RTLS) to enhance cleanliness in modern production areas (2024) in: Production Engineering. 10.1007/s11740-024-01306-x Original

Sauer, R., Burggraef, P., Steinberg, F. : Bridging human expertise and machine learning in production management: a case study on ML-based decision support systems to prevent missing parts at assembly (2024) in: Production Engineering. 10.1007/s11740-024-01306-x Original

Burggraef, P., Steinberg, F., Sauer, R., Nettesheim, P. : Machine learning implementation in small and medium-sized enterprises: insights and recommendations from a quantitative study (2024) in: 57th CIRP Conference on Manufacturing Systems 2024 (CMS 2024). 10.1016/j.procir.2024.10.272 Original

Spies, A.M., Sauer, R. : Es geht um 100.000 Tonnen (2024) in: Circular Economy. 10.51202/2943-3886-2024-1-060 Original

Burggraef, P., Steinberg, F., Diebel, M., Becher, A., Sauer, R., Baeck, L., Wigger, M., Germann, N. : Enhancing Resource Efficiency And Monetization In Metal Recycling Through Supply Chain-Wide Digitalization: An Approach For Single-Variety Metal Stream Optimization And CO2 Reduction (2024) in: 6th Conference on Production Systems and Logistics. 10.15488/17761 Original

Burggraef, P., Steinberg, F., Sauer, R., Nettesheim, P., Wigger, M., Becher, A., Greiff, K., Spies, A.M., Köhler, H., Huesmann, R., Atapin, A., Kaufeld, S., Krolle, A., Faul, A., Winter, J., Küppers, B., Ludes, A. : Boosting the Circular Manufacturing of the Sustainable Paper Industry - A First Approach to Recycle Paper from Unexploited Sources such as Lightweight Packaging, Residual and Commercial Waste (2024) in: 56th CIRP Conference on Manufacturing Systems. 10.1016/j.procir.2023.09.027 Original

Burggräf, P., Steinberg, F., Becher, A., Sauer, R., Wigger, M. : Towards a Sustainable Industrial Society–Critical Capabilities for the Transformation to a Circular Economy in Manufacturing Companies (2024) in: WGP 2023: Production at the Leading Edge of Technology. https://doi.org/10.1007/978-3-031-47394-4_30 Original

Spies, A.M., Sauer, R., Raulf, K., Koehler, H., Wigger, M., Krolle, A., Faul, A., Winter, J., Kueppers, B., Ludes, A., Huesmann, R., Atapin, A., Kaufeld, S., Lambertz, O. : Increasing paper recycling in Europe through recycling of paper from mixed waste streams (2022) in: . 10.13140/RG.2.2.20590.38720 Original

Spies, A.M., Sauer, R., Raulf, K., Koehler, H., Wigger, M., Krolle, A., Faul, A., Winter, J., Kueppers, B., Ludes, A., Huesmann, R., Atapin, A., Kaufeld, S., Lambertz, O. : Energy savings in paper production by opening up the value chains of recovered paper from lightweight packaging, residual waste and commercial waste (2022) in: . 10.13140/RG.2.2.35900.21123 Original

Sauer, R. : Digitalisierung in einem Produktionsunternehmen: Modellbildung und Methoden für die Einführung von einem Manufacturing Execution System (MES) (2019) in: . Original