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Matthias Schmidt

Prof. Dr.-Ing. habil.

Matthias Schmidt

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Prof. Dr.-Ing. habil. Matthias Schmidt

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  1. 2022
  2. Published

    Data based analysis of order processing strategies to support the positioning between conflicting economic and logistic objectives

    Maier, J. T., Heuer, T., Stoffersen, H., Nyhuis, P. & Schmidt, M., 01.01.2022, In: Procedia CIRP. 107, p. 332-337 6 p.

    Research output: Journal contributions › Conference article in journal › Research › peer-review

  3. Published

    Application of Machine Learning on Transport Spot Rate Prediction In the Recycling Industry

    Green, T., Rokoss, A., Kramer, K. & Schmidt, M., 2022, Conference on Production Systems and Logistics: International Conference, CPSL 2022, hosted at the University of British Columbia in Vancouver, Canada, 17th May 2022 – 20th May 2022, Proceedings. Herberger, D. & Hübner, M. (eds.). Hannover: publish-Ing., p. 554-563 10 p. (Proceedings of the Conference on Production Systems and Logistics; vol. 3).

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

  4. Published

    A Systematic Literature Review Of Machine Learning Approaches For The Prediction Of Delivery Dates

    Maier, J. T., Rokoss, A., Green, T., Brkovic, N. & Schmidt, M., 2022, Conference on Production Systems and Logistics: International Conference, CPSL 2022, hosted at the University of British Columbia in Vancouver, Canada, 17th May 2022 – 20th May 2022, Proceedings. Herberger, D. & Hübner, M. (eds.). Hannover: publish-Ing., p. 121-130 10 p. (Proceedings of the Conference on Production Systems and Logistics; vol. 3).

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

  5. Published

    Fulfillment of Heterogeneous Customer Delivery Times through Decoupling the Production and Accelerating Production Orders

    Heuer, T., Maier, J. T., Schmidt, M. & Nyhuis, P., 2022, Conference on Production Systems and Logistics: International Conference, CPSL 2022, hosted at the University of British Columbia in Vancouver, Canada, 17th May 2022 – 20th May 2022, Proceedings. Herberger, D. & Hübner, M. (eds.). Hannover: publish-Ing., p. 564-573 10 p. (Proceedings of the Conference on Production Systems and Logistics; vol. 3).

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

  6. Published

    Modelling Interdependencies Within Production Planning and Control: An Application-Motivated Approach

    Mütze, A., Hillnhagen, S., Schmidt, M. & Nyhuis, P., 2022, Advances in Production Management Systems : Smart Manufacturing and Logistics Systems: Turning Ideas into Action; IFIP WG 5.7 International Conference, APMS 2022 Gyeongju, South Korea, September 25–29, 2022 Proceedings, Part I. Kim, D. Y., von Cieminski, G. & Romero, D. (eds.). Cham: Springer Schweiz, p. 518-525 8 p. (IFIP Advances in Information and Communication Technology; vol. 663).

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

  7. Published

    PPC Task Plan Sourcing - Synchronization of Procurement and Production. A Model-based Observation

    Hillnhagen, S., Koller, S.-H., Mütze, A., Nyhuis, P. D. P. & Schmidt, M., 2022, Conference on Production Systems and Logistics: International Conference, CPSL 2022, hosted at the University of British Columbia in Vancouver, Canada, 17th May 2022 – 20th May 2022, Proceedings. Herberger, D. & Hübner, M. (eds.). Offenburg: publish-Ing., p. 287-296 10 p. (Proceedings of the Conference on Production Systems and Logistics; vol. 3).

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

  8. Published

    The Potential of AutoML for Demand Forecasting

    Kramer, K., Behn, N. & Schmidt, M., 2022, Conference on Production Systems and Logistics: International Conference, CPSL 2022, hosted at the University of British Columbia in Vancouver, Canada, 17th May 2022 – 20th May 2022, Proceedings. Herberger, D. & Hübner, M. (eds.). Hannover: publish-Ing., p. 682-692 11 p. (Proceedings of the Conference on Production Systems and Logistics; vol. 3).

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

  9. 2021
  10. Published

    Wirkzusammenhänge innerhalb der Produktionsplanung und -steuerung: Ein Ansatz zur generischen Modellierung der Zusammenhänge zwischen Aufgaben der PPS und produktionslogistischen Zielgrößen

    Hillnhagen, S., Green, T., Maier, J. T., Mütze, A. & Schmidt, M., 01.12.2021, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 116, 12, p. 889-894 6 p.

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

  11. Published

    Outperformed by a Computer? - Comparing Human Decisions to Reinforcement Learning Agents, Assigning Lot Sizes in a Learning Factory: 11th Conference on Learning Factories, CLF2021

    Voß, T., Rokoss, A., Maier, J. T., Schmidt, M. & Heger, J., 06.2021, Rochester: Elsevier Inc., 6 p. (SSRN).

    Research output: Working paper › Working papers

  12. Published

    Anwendungen des maschinellen Lernens in der Produktion aus Auftrags- und Produktsicht: Ein Überblick

    Denkena, B., Dittrich, M.-A., Noske, H., Kramer, K. & Schmidt, M., 19.05.2021, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 116, 5, p. 358-362 5 p.

    Research output: Journal contributions › Journal articles › Research

  13. Published

    The effects of hybrid order processing strategies on economic and logistic objectives

    Maier, J. T., Heuer, T., Nyhuis, P. & Schmidt, M., 01.01.2021, In: Procedia CIRP. 96, p. 266-271 6 p.

    Research output: Journal contributions › Conference article in journal › Research › peer-review

  14. Published

    A learning factory approach on machine learning in production companies: How a learning factory approach can help to increase the understanding of the application of machine learning on production planning and control tasks

    Rokoss, A., Kramer, K. & Schmidt, M., 2021, Competence development and learning assistance systems for the data-driven future. Sihn, W. & Schlund, S. (eds.). Berlin: GITO mbH Verlag, p. 125-142 18 p. (Schriftenreihe der Wissenschaftlichen Gesellschaft für Arbeits- und Betriebsorganisation (WGAB) e.V.).

    Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research › peer-review

  15. Published

    Decisions And Characteristics During The Development Process Of A Software Demonstrator For Data Analysis In Production Logistics

    Maier, J. T., Berger, S., Heuer, T., Nyhuis, P. & Schmidt, M., 2021, Conference on Production Systems and Logistics: International Conference, CPSL 2021, Digital Event hosted via publish-Ing; August 10-11, 2021; Proceedings. Herberger, D. & Hübner, M. (eds.). Offenburg: publish-Ing., p. 514-523 10 p. (Proceedings of the ... Conference on Production Systems and Logistics; vol. 2).

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

  16. Published

    Do We Really Know The Benefit Of Machine Learning In Production Planning And Control? A Systematic Review Of Industry Case Studies

    Kramer, K., Rokoss, A. & Schmidt, M., 2021, Conference on Production Systems and Logistics: International Conference, CPSL 2021, Digital Event hosted via publish-Ing; August 10-11, 2021; Proceedings. Herberger, D. & Hübner, M. (eds.). Offenburg: publish-Ing., p. 223-233 11 p. (Proceedings of the ... Conference on Production Systems and Logistics; vol. 2).

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

  17. Published

    Effects Of Different Order Processing Strategies On Operating Curves Of Logistic Models: A Comparison Of Make-to-Order And Make-to-Stock

    Wolff, K., Maier, J. T., Heuer, T., Nyhuis, P. & Schmidt, M., 2021, In: Journal of Production Systems and Logistics. 2021, 1, 12 p., 18.

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

  18. Published

    Eilaufträge logistisch beherrschen

    Heuer, T., Nyhuis, P., Maier, J. T. & Schmidt, M., 2021, In: wt Werkstattstechnik online. 111, 4, p. 185-189 5 p.

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

  19. Published

    Linked Accomplishment Of Order Management And Production Planning And Control. An Integrated Model-based Approach

    Hillnhagen, S., Mütze, A., Nyhuis, P. & Schmidt, M., 2021, Conference on Production Systems and Logistics: International Conference, CPSL 2021, Digital Event hosted via publish-Ing; August 10-11, 202;1 Proceedings. Herberger, D. & Hübner, M. (eds.). Offenburg: publish-Ing., p. 688 - 698 11 p. (Proceedings of the ... Conference on Production Systems and Logistics; vol. 2).

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

  20. Published

    Logistical Potentials of Load Balancing via the Build-up and Reduction of Stock

    Heuer, T., Maier, J. T., Busse, T. D., Schmidt, M. & Nyhuis, P., 2021, 2021 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2021: 13 - 16 December 2021. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 264-269 6 p. (2021 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2021).

    Research output: Contributions to collected editions/works › Chapter › peer-review

  21. Published

    Produktionsplanung und -steuerung im Hannoveraner Lieferkettenmodell: Innerbetrieblicher Abgleich logistischer Zielgrößen

    Schmidt, M. & Nyhuis, P., 2021, 1. ed. Berlin: Springer Vieweg. 217 p.

    Research output: Books and anthologies › Monographs › Research › peer-review

  22. Published

    Using Digitalization As An Enabler For Changeability In Production Systems In A Learning Factory Environment

    Rokoss, A. & Schmidt, M., 2021, Conference on Production Systems and Logistics: International Conference, CPSL 2021, Digital Event hosted via publish-Ing; August 10-11, 2021; Proceedings. Herberger, D. & Hübner, M. (eds.). Offenburg: publish-Ing., p. 730-739 10 p. (Proceedings of the ... Conference on Production Systems and Logistics; vol. 2).

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

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