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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. 2024
    2. E-pub ahead of print

      Case study on delivery time determination using a machine learning approach in small batch production companies

      Rokoss, A., Syberg, M., Tomidei, L., Deuse, J. & Schmidt, M., 12.01.2024, (E-pub ahead of print) In: Journal of Intelligent Manufacturing. 23 p.

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

    3. Published

      Dimensionierung von Sicherheitsbeständen

      Becker, J. & Schmidt, M., 2024, Management von Beständen in Supply Chains. Stölzle, W., Hofmann, E., Selensky, S. & Germann, T. (eds.). 2. ed. Zürich: Versus Verlag, p. 120-132 13 p.

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

    4. 2023
    5. Published

      ML-basierte Absatzprognose mit Frühindikatoren

      Lopez, D. H., Kramer, K. & Schmidt, M., 16.05.2023, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 118, 5, p. 324-329 6 p.

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

    6. Published

      Circular Supply Chain Management in the Wind Energy Industry - A Systematic Literature Review

      Kramer, K. & Schmidt, M., 26.04.2023, Manufacturing Driving Circular Economy: Proceedings of the 18th Global Conference on Sustainable Manufacturing, October 5-7, 2022, Berlin. Kohl, H., Seliger, G. & Dietrich, F. (eds.). Cham: Springer Schweiz, p. 85-93 9 p. (Lecture Notes in Mechanical Engineering).

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

    7. Published

      Modeling Interactions and Dependencies in Production Planning and Control: An Approach for a Systematic Description

      Mütze, A., Lebbing, S., Hillnhagen, S., Schmidt, M. & Nyhuis, P., 04.03.2023, Smart, Sustainable Manufacturing in an Ever-Changing World: Proceedings of International Conference on Competitive Manufacturing (COMA ’22) . von Leipzig, K., Sacks, N. & Clelland, M. M. (eds.). Cham: Springer Schweiz, p. 31-44 14 p. (Lecture Notes in Production Engineering; vol. Part F1162).

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

    8. Published

      KI-Kanban-Behälter: Mobile, dezentrale Logistikdatenerfassung mittels Edge-ML

      Rokoss, A., Popkes, L., Kramer, K., Green, T. & Schmidt, M., 11.02.2023, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 118, 1-2, p. 59-63 5 p.

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

    9. Published

      A Genetic Algorithm for the Dynamic Management of Cellular Reconfigurable Manufacturing Systems

      Maier, J. T., Schmidt, M., Galizia, F. G., Bortolini, M. & Ferrari, E., 01.01.2023, Sustainable Design and Manufacturing: Proceedings of the 9th International Conference on Sustainable Design and Manufacturing (SDM 2022). Scholz, S. G., Howlett, R. J. & Setchi, R. (eds.). Springer Singapur, p. 21-32 12 p. (Smart Innovation, Systems and Technologies; vol. 338).

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

    10. Published

      Fostering Circularity: Building a Local Community and Implementing Circular Processes

      Schulz, J., Hillnhagen, S. & Schmidt, M., 01.01.2023, How can industrial management contribute to a brighter future?. Deuse, J. (ed.). GITO mbH Verlag, p. 55-75 21 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

    11. Published

      Influence of ISO 9001 on the configuration of production planning and control

      Hillnhagen, S., Mütze, A., Nyhuis, P. & Schmidt, M., 01.01.2023, In: Procedia CIRP. 120, p. 1292-1296 5 p.

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

    12. 2022
    13. Published

      Konfiguration der PPS: Der Weg von der Theorie zur Praxis

      Hillnhagen, S., Schulz, J., Mütze, A., Nyhuis, P. & Schmidt, M., 30.11.2022, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 117, 11, p. 728-732 5 p.

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

    14. Published

      Circular supply chain management for the wind energy industry: Conceptional ideas towards more circularity

      Kramer, K. & Schmidt, M., 14.09.2022, Digitization of the work environment for sustainable production. Plapper, P. (ed.). Berlin: GITO mbH Verlag, p. 61-80 20 p. (Schriftenreihe der Wissenschaftlichen Gesellschaft für Arbeits- und Betriebsorganisation (WGAB) e. V.).

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

    15. Published

      Strategisches Supply-Chain-Risikomanagement: Einsatz von Künstlicher Intelligenz und Big Data zur Unterstützung des strategischen Supply-Chain-Risikomanagements

      Kramer, K., Mousavi, D. & Schmidt, M., 30.05.2022, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 117, 5, p. 349-353 5 p.

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

    16. 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

    17. 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

    18. 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

    19. 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

    20. 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

    21. 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

    22. 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

    23. 2021
    24. 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

    25. 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

    26. 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

    27. 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

    28. 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

    29. 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

    30. 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

    31. 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

    32. 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

    33. 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

    34. 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

    35. 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

    36. 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

    37. 2020
    38. Published

      Why a Systematic Investigation of Production Planning and Control Procedures is Needed for the Target-oriented Configuration of PPC

      Mütze, A., Hillnhagen, S., Schäfers, P., Schmidt, M. & Nyhuis, P., 14.12.2020, 2020 IEEE International Conference on Industrial Engineering and Engineering Management, IEEM 2020: 14 - 17 December 2020. Piscataway: IEEE - Institute of Electrical and Electronics Engineers Inc., p. 103-107 5 p. 9309885. (IEEE International Conference on Industrial Engineering and Engineering Management; vol. 2020-December).

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

    39. Published

      Datenbasierte Ursachenanalysen zur Verbesserung der logistischen Zielerreichung

      Schmidt, M., Maier, J. T. & Härtel, L., 09.2020, Mensch-Technik-Interaktion in der digitalisierten Arbeitswelt. Freitag, M. (ed.). Berlin: GITO mbH Verlag, p. 171-191 21 p. (Schriftenreihe der Wissenschaftlichen Gesellschaft für Arbeits- und Betriebsorganisation (WGAB) e.V.).

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

    40. Published

      Auslegung der Auftragsabwicklungsstrategie: Modellbasierte Entscheidungsunterstützung zur Sicherung der Wettbewerbsfähigkeit produzierender Unternehmen

      Heuer, T., Maier, J. T., Seitz, M., Schmidt, M. & Nyhuis, P., 06.2020, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 115, 6, p. 399-404 6 p.

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

    41. Published

      Eine bibliometrische Analyse: Produktionsplanung und -steuerung und maschinelles Lernen

      Schmidt, M., Maier, J. T. & Grothkopp, M., 14.05.2020, In: wt Werkstattstechnik online. 110, 4, p. 220-225 6 p.

      Research output: Journal contributions › Journal articles › Research

    42. Published

      Data based root cause analysis for improving logistic key performance indicators of a company’s internal supply chain

      Schmidt, M., Maier, J. T. & Härtel, L., 2020, In: Procedia CIRP. 86, p. 276-281 6 p.

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

    43. Published

      Machine Learning-Supported Planning of Lead Times in Job Shop Manufacturing

      Kramer, K., Wagner, C. & Schmidt, M., 2020, Advances in Production Management Systems. The Path to Digital Transformation and Innovation of Production Management Systems - IFIP WG 5.7 International Conference, APMS 2020, Proceedings: The Path to Digital Transformation and Innovation of Production Management Systems IFIP WG 5.7 International Conference, APMS 2020 Novi Sad, Serbia, August 30 – September 3, 2020 Proceedings, Part I. Lalic, B., Marjanovic, U., Majstorovic, V., von Cieminski, G. & Romero, D. (eds.). Cham: Springer, Vol. 1. p. 363-370 8 p. (IFIP Advances in Information and Communication Technology; vol. 591 IFIP).

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

    44. Published

      Supporting the Decision of the Order Processing Strategy by Using Logistic Models: A Case Study

      Maier, J. T., Heuer, T., Nyhuis, P. & Schmidt, M., 2020, Advances in Production Management Systems: The Path to Digital Transformation and Innovation of Production Management Systems; IFIP WG 5.7 International Conference, APMS 2020 Novi Sad, Serbia, August 30 – September 3, 2020 Proceedings, Part I. Lalic, B., Marjanovic, U., Majstorovic, V., von Cieminski, G. & Romero, D. (eds.). Cham: Springer, Vol. 1. p. 343-350 8 p. (IFIP Advances in Information and Communication Technology; vol. 591).

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

    45. 2019
    46. Published

      Simulation based optimization of lot sizes for opposing logistic objectives

      Maier, J. T., Voß, T., Heger, J. & Schmidt, M., 01.09.2019, Advances in Production Management Systems : Towards Smart Production Management Systems; IFIP WG 5.7 International Conference, APMS 2019 Austin, TX, USA, September 1–5, 2019; Proceedings, Part II. Ameri, F., Stecke, K. E., von Cieminski, G. & Kiritsis, D. (eds.). Cham: Springer, Vol. 2. p. 171-179 9 p. (IFIP Advances in Information and Communication Technology; vol. 567).

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

    47. 2018

    48. Beeinflussung logistischer Zielgrößen in der unternehmensinternen Lieferkette durch die Produktionsplanung und -steuerung und das Produktionscontrolling

      Schmidt, M., 2018, Hannover: PZH Verlag. 322 p.

      Research output: Books and anthologies › Post-doctoral dissertations

    49. 2017

    50. The Hanoverian Supply Chain Model: modelling the impact of production planning and control on a supply chain's logistic objectives

      Schmidt, M. & Schäfers, P., 01.10.2017, In: Production Engineering. 11, 4-5, p. 487-493 7 p.

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

    51. A New Framework for Production Planning and Control to Support the Positioning in Fields of Tension Created by Opposing Logistic Objectives

      Schmidt, M. & Schäfer, P., 07.2017, In: Modern Economy. 8, 7, p. 910-920 11 p.

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

    52. Logistikcontrolling der unternehmensinternen Lieferkette: Entwicklung eines Vorgehensmodells zur quantitativen Analyse und Bewertung der Ursachen einer geringen logistischen Performance

      Härtel, L., Schmidt, M. & Nyhuis, P., 28.04.2017, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 112, 4, p. 238-242 5 p.

      Research output: Journal contributions › Journal articles › Research

    53. Veränderung in der Produktionsplanung und -steuerung

      Nyhuis, P., Hübner, M., Quirico, M., Schäfers, P. & Schmidt, M., 10.04.2017, Handbuch Industrie 4.0: Geschäftsmodelle, Prozesse, Technik. Reinhart, G. (ed.). München: Carl Hanser Verlag GmbH & Co. KG, p. 31-50 20 p.

      Research output: Contributions to collected editions/works › Contributions to collected editions/anthologies › Research

    54. Priority Rule-based Planning Approaches for Regeneration Processes

      Hoffmann, L. S., Kuprat, T., Kellenbrink, C., Schmidt, M. & Nyhuis, P., 01.01.2017, In: Procedia CIRP. 59, p. 89-94 6 p.

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

    55. 2016

    56. Gestaltung von Regenerationslieferketten: Bewertung der Synchronität mithilfe des Bereitstellungsdiagrammes

      Kuprat, T., Schmidt, M. & Nyhuis, P., 18.12.2016, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 111, 12, p. 809-812 4 p.

      Research output: Journal contributions › Journal articles › Research

    57. Systemzustandsbewertung eines gentelligenten Systems zur bauteilstatus-getriebenen Instandhaltung

      Miebach, T., Schmidt, M. & Nyhuis, P., 18.12.2016, In: ZWF Zeitschrift für wirtschaftlichen Fabrikbetrieb. 111, 12, p. 789-792 4 p.

      Research output: Journal contributions › Journal articles › Research

    58. Model-based Analysis of Reassembly Processes within the Regeneration of Complex Capital Goods

      Kuprat, T., Schmidt, M. & Nyhuis, P., 12.2016, In: Procedia CIRP. 55, p. 206-211 6 p.

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

    59. Towards Quantitative Factory Life Cycle Evaluation

      Nielsen, L., Schmidt, C., Blume, S., Schmidt, M., Thiede, S., Nyhuis, P. & Herrmann, C., 12.2016, In: Procedia CIRP. 55, p. 266-271 6 p.

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

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