Quantification Of Input Factors For Determining Planned Order Lead Times In Job Shop Production Using Machine Learning: A Case Study

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Authors

Original language	English
Title of host publication	Intelligent Computation in Manufacturing Engineering : Proceedings of the CIRP ICME 2025
Publication status	Accepted/In press - 2026

Other publications by the same author(s)

Field-Based Assessment of Key Influence Factors for Throughput Time Prediction in Job Shop Manufacturing

Reinhold, J., Rokoss, A. & Schmidt, M., 2026, Advances in Production Management Systems : Cyber-Physical-Human Production Systems: Human-AI Collaboration and Beyond; 44th IFIP WG 5.7 International Conference, APMS 2025, Proceedings; Kamakura, Japan, August 31 – September 4, 2025 Proceedings, Part VI. Mizuyama, H., Morinaga, E., Nonaka, T., Kaihara, T., von Cieminski, G. & Romero, D. (eds.). Cham: Springer Science and Business Media Deutschland, Vol. 6. p. 201-215 15 p. (IFIP Advances in Information and Communication Technology; vol. 769 IFIPAICT).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Forecast-Based Assessment of Investment Requirements for Circular Business Models in Industrial Production

Philipp, L., Fischer, M., Wolter, F., Metternich, J., Stamer, F. & Schmidt, M., 2026, (Accepted/In press) Production at the Leading Edge of Technology - Proceedings of the 15th Congress of the German Academic Association for Production Technology (WGP). Springer

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Machine Learning for Sales Forecasting in Industrial Environments: A Systematic Literature Review of Input Factors and Applied Methods

Wolter, F., Prieß, J., Rösler, V., Rokoss, A. & Stamer, F., 2026, (Accepted/In press) Production at the Leading Edge of Technology - Proceedings of the 15th Congress of the German Academic Association for Production Technology (WGP). Springer

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review

Implementierung von Produktrückführungsprozessen in bestehende Produktionsabläufe: Herausforderungen und Anforderungen

Sandner, S., Nübel, M., Schulz, J., Metternich, J. & Schmidt, M., 20.06.2025, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 120, 6, p. 397-403 7 p.

Research output: Journal contributions › Journal articles › Research › peer-review

Machine Learning For Determining Planned Order Lead Times In Job Shop Production: A Systematic Review Of Input Factors And Applied Methods

Wolter, F., Rokoss, A. & Schmidt, M., 2025, Conference on Production Systems and Logistics: University of San Ignacio de Loyola Lima, Peru, 18th – 21th March 2025, Proceedings. Herberger, D. & Hübner, M. (eds.). Offenburg: publish-Ing., p. 374-384 11 p. 32. (Proceedings of the ... Conference on Production Systems and Logistics; no. 7).

Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review