Personal profile
Curriculum
Since 12/2023: Research Associate for Machine Learning in the research group Production Management at the Institute of Production Technology and Systems at Leuphana University of Lüneburg
10/2021 - 11/2023: Master's studies in Industrial Engineering (profile: Production Engineering) at the Leuphana University of Lüneburg
10/2017 - 01/2021: Bachelor's studies in Industrial Engineering (profile: Production Engineering) at the Leuphana University of Lüneburg
08/2014 - 11/2023: Apprenticeship as an Industrial Clerk (08/2014 - 07/2017), Technical Sales (07/2017 - 10/2021) and Process Optimization (10/2021 - 11/2023) at a medium-sized production company
Education/Academic qualification
Management & Engineering, Master, Context-aware sales forecasting of customised holding fixtures with internal and external indicators using machine learning, Leuphana Universität Lüneburg
01.10.2021 → 27.11.2023
Award Date: 27.11.2023
Engineering, Bachelor, Identification of potentials for the application of machine learning methods in production planning and control, Leuphana Universität Lüneburg
01.10.2017 → 14.01.2021
Award Date: 14.01.2021
Keywords
- Engineering
- Machine Learning
- Data Analysis
- Production Management
- Process Optimization
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure
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Research collaborations from the last five years
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MLab: ML-basierte Absatzprognose anhand von in- und externen Metadaten
Heger, J. (Project manager, academic), Rokoss, A. (Project staff) & Wolter, F. (Project staff)
01.07.24 → 30.06.26
Project: Research
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Quantification of central input factors for the determination of planning lead times in shop floor production
Schmidt, M. (Project manager, academic) & Wolter, F. (Project staff)
01.12.23 → 31.05.25
Project: Research
Research output
- 4 Article in conference proceedings
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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., 24.05.2026, Production at the Leading Edge of Technology: Proceedings of the 15th Congress of the German Academic Association for Production Technology (WGP). Overmeyer, L. & Behrens, B.-Ả. (eds.). Springer, (Lecture Notes in Production Engineering).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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). SpringerResearch output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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Quantification Of Input Factors For Determining Planned Order Lead Times In Job Shop Production Using Machine Learning: A Case Study
Wolter, F., Jaenecke, P., Rokoss, A. & Schmidt, M., 2026, (Accepted/In press) Intelligent Computation in Manufacturing Engineering: Proceedings of the CIRP ICME 2025. (Procedia CIRP).Research output: Contributions to collected editions/works › Article in conference proceedings › Research › peer-review
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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
Open Access