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Florian Stamer

Prof. Dr.-Ing.

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Prof. Dr.-Ing. Florian Stamer

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  1. 2025
  2. Published

    From cost to capability: Technology Multiplier in EV manufacturing strategy

    Girke, R., Schäfer, L., Maier, T., Stamer, F., Yang, S., Chun, J. H. & Lanza, G., 10.2025, In: Journal of Manufacturing Systems. 82, p. 319-332 14 p.

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

  3. Published

    Application of dynamic pricing for variant production using reinforcement learning

    Stamer, F., Henzi, M. & Lanza, G., 09.2025, In: CIRP Journal of Manufacturing Science and Technology. 60, p. 248-259 12 p.

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

  4. Optimizing quality and cost in remanufacturing under uncertainty: A novel optimization framework utilizing quality and process modelling

    Stamer, F. & Sauer, J., 06.2025, In: Production Engineering. 19, 3, p. 369-390 22 p., 141289.

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

  5. Coping with concept drift in a virtual metrology application to predict part quality in micro gear manufacturing

    Bilen, A., Grommes, A., Stamer, F. & Lanza, G., 05.2025, In: Measurement: Sensors. 38, Supplement, 101797.

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

  6. Harmonizing micro crown gear and spur gear geometries: A novel approach for geometry evaluation through analogous transformation

    Bilen, A., Klumpp, J., Stamer, F. & Lanza, G., 05.2025, In: Measurement: Sensors. 38, 6 p., 101882.

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

  7. Simulating X-ray beam energy and detector signal processing of an industrial CT using implicit neural representations

    Blum, E., Burmeister, M., Stamer, F. & Lanza, G., 19.02.2025, In: E-Journal of nondestructive testing. 30, 2, 6 p.

    Research output: Journal contributions › Conference article in journal › Research

  8. Published

    Enhancing Visual Inspection in Remanufacturing: A Reinforcement Learning Approach with Integrated Robot Simulation

    Koch, D., Kaiser, J. P., Stamer, F., Stark, R. & Lanza, G., 2025, In: Procedia CIRP. 134, p. 939-944 6 p.

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

  9. Integrative inspection methodology for enhanced PCB remanufacturing using artificial intelligence

    Stamer, F., Jachemich, R., Puttero, S., Verna, E. & Galetto, M., 2025, In: Procedia CIRP. 132, p. 227-232 6 p.

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

  10. The Role of Metrology in Decarbonization

    Wawerla, M., Lachnit, T., Wamsler, S., Zeschky, M., Kai, M., Benfer, M. & Stamer, F., 2025, In: Procedia CIRP. 134, p. 425-430 6 p.

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

  11. 2024

  12. Effect of technology multiplier: A framework for analysis of innovation perspectives on production segment allocation

    Stamer, F., Girke, R., Yang, S., Chun, J. H. & Lanza, G., 12.2024, In: CIRP Journal of Manufacturing Science and Technology. 55, p. 272-291 20 p.

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

  13. Analysis and evaluation of adaptive remanufacturing strategies for mechanical products

    Stamer, F. & Fabig, F., 01.09.2024, In: At-Automatisierungstechnik. 72, 9, p. 884-892 9 p.

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

  14. Adaptive acquisition planning for visual inspection in remanufacturing using reinforcement learning

    Kaiser, J. P., Gäbele, J., Koch, D., Schmid, J., Stamer, F. & Lanza, G., 2024, (Accepted/In press) In: Journal of Intelligent Manufacturing. 27 p.

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

  15. A Framework for Anomaly Classification and Segmentation in Remanufacturing using Autoencoders and Simulated Data

    Kaiser, J. P., Enslin, C. L., Barczak, E. T., Stamer, F., Heizmann, M. & Lanza, G., 2024, In: Procedia CIRP. 126, p. 1005-1010 6 p.

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

  16. A Quality Data Model Based on Asset Administration Shell Technology to Enable Autonomous Quality Control Loops

    Bilen, A., Stamer, F., Behrendt, S. & Lanza, G., 2024, Production at the Leading Edge of Technology : Proceedings of the 13th Congress of the German Academic Association for Production Technology (WGP), Freudenstadt, November 2023. Bauernhansl, T., Verl, A., Liewald, M. & Möhring, H.-C. (eds.). Cham: Springer Nature, p. 195-204 10 p. (Lecture Notes in Production Engineering; vol. Part F1764).

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

  17. Concept for Process Parameter-Based Inline Quality Control as a Basis for Pairing in a Production Line

    Geiser, A., Stamer, F. & Lanza, G., 2024, Production at the Leading Edge of Technology : Proceedings of the 13th Congress of the German Academic Association for Production Technology (WGP), Freudenstadt, November 2023. Baunernhansl, T., Verl, A., Liewald, M. & Möhring, H.-C. (eds.). Springer Nature, p. 481-487 7 p. (Lecture Notes in Production Engineering; vol. Part F1764).

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

  18. Qualitätssicherung von Brennstoffzellen

    Buchholz, J., Börgardts, R., Goes, D., Stamer, F. & Lanza, G., 2024, In: WT Werkstattstechnik. 114, 11-12, p. 710-716 7 p.

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

  19. Quality Control Loop for Tool Wear Compensation in Milling Process using different Optimization Methods

    Bilen, A., Kaiser, J.-P., Gauder, D., Stamer, F. & Lanza, G., 2024, In: Procedia CIRP. 126, p. 396–401 6 p.

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

  20. Selective disassembly planning considering process capability and component quality utilizing reinforcement learning

    Tabar, R. S., Magnanini, M. C., Stamer, F., May, M. C., Lanza, G., Wärmefjord, K. & Söderberg, R., 2024, In: Procedia CIRP. 121, p. 1-6 6 p.

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

  21. 2023

  22. Development of a simulative approach in order to estimate the impact of smart services on a production system: Linking the influence of smart services to economic potential in production

    Stamer, F., Fausel, K., Peukert, S. & Lanza, G., 10.2023, In: Production Engineering. 17, 5, p. 743-752 10 p.

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

  23. Evolutionary cost-tolerance optimization for complex assembly mechanisms via simulation and surrogate modeling approaches: application on micro gears

    Khezri, A., Schiller, V., Goka, E., Homri, L., Etienne, A., Stamer, F., Dantan, J. Y. & Lanza, G., 06.2023, In: International Journal of Advanced Manufacturing Technology. 126, 9-10, p. 4101-4117 17 p.

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

  24. Identification of hybridization strategies for combining fused filament fabrication with unidirectional tape reinforcement

    Matkovic, N., Höger, K., Friedmann, M., Stamer, F., Fleischer, J. & Lanza, G., 02.2023, In: Composites Communications. 38, 4 p., 101484.

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

  25. Machine Learning in Manufacturing towards Industry 4.0: From ‘For Now’ to ‘Four-Know’

    Chen, T., Sampath, V., May, M. C., Shan, S., Jorg, O. J., Aguilar Martín, J. J., Stamer, F., Fantoni, G., Tosello, G. & Calaon, M., 02.2023, In: Applied Sciences (Switzerland). 13, 3, 32 p., 1903.

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

  26. Dynamic pricing of product and delivery time in multi-variant production using an actor critic reinforcement learning

    Stamer, F. & Lanza, G., 01.2023, In: CIRP Annals. 72, 1, p. 405-408 4 p.

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

  27. A development approach for a standardized quality data model using asset administration shell technology in the context of autonomous quality control loops for manufacturing processes

    Bilen, A., Stamer, F., May, M. C. & Lanza, G., 2023, European Society for Precision Engineering and Nanotechnology: Conference Proceedings - 23rd International Conference and Exhibition, EUSPEN 2023. Riemer, O., Nisbet, C. & Phillips, D. (eds.). European Society for Precision Engineering and Nanotechnology, p. 443-446 4 p. (European Society for Precision Engineering and Nanotechnology, Conference Proceedings - 23rd International Conference and Exhibition, EUSPEN 2023).

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

  28. Concept for In-process Measurement of Residual Stress in AM Processes by Analysis of Structure-Borne Sound

    Groenewold, J., Stamer, F. & Lanza, G., 2023, Production at the Leading Edge of Technology: Proceedings of the 12th Congress of the German Academic Association for Production Technology (WGP), University of Stuttgart, October 2022. Liewald, M., Verl, A., Bauernhansl, T. & Möhring, H.-C. (eds.). Springer Nature, p. 24-31 8 p. (Lecture Notes in Production Engineering; vol. Part F1163).

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

  29. CT-Messungen automatisieren

    Blum, E., Stamer, F. & Lanza, G., 2023, In: WT Werkstattstechnik. 113, 11-12, p. 545-549 5 p.

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

  30. Modeling the effect of workpiece temperature on micromagnetic high-speed-3MA-testing in case of AISI 4140

    Güray, A., Böttger, D., González, G., Stamer, F., Lanza, G., Wolter, B. & Schulze, V., 2023, In: Procedia CIRP. 117, p. 133-138 6 p.

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

  31. Towards a Service-Oriented Architecture for Production Planning and Control: A Comprehensive Review and Novel Approach

    Behrendt, S., Stamer, F., May, M. C. & Lanza, G., 2023, Proceedings of the Conference on Production Systems and Logistics: CPSL 2023 - 2. Herberger, D. & Hübner, M. (eds.). Hannover: Publish-Ing in cooperation with TIB - Leibniz Information Centre for Science and Technology University Library, p. 255-267 13 p. (Proceedings of the Conference on Production Systems and Logistics).

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

  32. 2022

  33. Dynamische Lieferzeit-Preisgestaltung in variantenreicher Produktion: Ein adaptiver Ansatz mithilfe von Reinforcement Learning

    Stamer, F., 27.10.2022, Shaker Verlag. 305 p. (Forschungsberichte aus dem wbk Institut für Produktionstechnik Karlsruher Institut für Technologie (KIT); vol. 260)

    Research output: Books and anthologies › Monographs › Research

  34. Erfolgreiche Kollaboration in Produktionsnetzwerken - fair, sicher, vernetzt

    Lanza, G. (Editor), Weinhardt, C. (Editor), Silbernagel, R., Stamer, F., Sautter, B., Linzbach, J., Badewitz, W., Reichbauer, A., Schüßler, F., Vojanec, B., Wagner, M., Vonderau, D., Gröll, R., Beskorovajnov, W., Prosiegel, J., Korczok, A., Gross, W., Cho, Y., Yoon, S., Solis Fernandez, J. A., Oiarbide, L., Turan, E. & Kühnert, M., 15.03.2022, Karlsruhe: Karlsruher Institut für Technologie (KIT), 60 p.

    Research output: Working paper › Project reports › Research

  35. Identification and Root Cause Mapping of Supply Chain Collaboration Resistors

    Stamer, F., Buschle, J. & Lanza, G., 03.03.2022, Karlsruher Institut für Technologie (KIT), 6 p.

    Research output: Working paper › Research communication reports › Research

  36. Adaptive and Dynamic Feedback Loops between Production System and Production Network based on the Asset Administration Shell

    Stamer, F., Maier, S., Peukert, S. & Lanza, G., 2022, In: Procedia CIRP. 112, p. 79-84 6 p.

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

  37. 2021

  38. Order Planning

    Stamer, F., Peukert, S. & Lanza, G., 2021, Global Manufacturing Management : From Excellent Plants Toward Network Optimization. Friedli, T., Lanza, G. & Remling, D. (eds.). Springer Nature, p. 143-153 11 p. (Management for Professionals; vol. Part F465).

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

  39. Recommender Systems for Capability Matchmaking

    Badewitz, W., Stamer, F., Linzbach, J., Dann, D., Weinhardt, C. & Lichtenberger, S., 2021, Proceedings - 2021 IEEE 23rd Conference on Business Informatics: Volume 2 - CBI Forum and Workshop Papers. Almeida, J. P. A., Bork, D., Guizzardi, G., Montali, M., Proper, H. A. & Sales, T. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 87-96 10 p. (IEEE Conference on Business Informatics; vol. 2).

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

  40. 2020

  41. Deriving Collaboration Cases in Production Networks Considering Smart Services

    Stamer, F., Bizenberger, P., Häfner, B. & Lanza, G., 2020, In: Procedia CIRP. 96, p. 33-38 6 p.

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

  42. Smart Services in Produktionsnetzwerken modellieren

    Stamer, F., Korczok, A., Leschinski, G., Häfner, B. & Lanza, G., 2020, In: WT Werkstattstechnik. 110, 7-8, p. 541-544 4 p.

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

  43. Using smart services as a key enabler for collaboration in global production networks

    Stamer, F., Steinke, M., Silbernagel, R., Häfner, B. & Lanza, G., 2020, In: Procedia CIRP. 93, p. 730-735 6 p.

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

  44. 2019

  45. Kollaboration in globalen wertschöpfungsnetzwerken: Datenbasierte regelung kollaborativer wertschöpfungsnetzwerke mittels geschützter transparenz

    Silbernagel, R., Stamer, F., Häfner, B., Linzbach, J. & Lanza, G., 28.05.2019, In: ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb. 114, 5, p. 314-317 4 p.

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

  46. Next level production networks

    Friedli, T., Schuh, G., Lanza, G., Remling, D., Gützlaff, A. & Stamer, F., 03.2019, In: ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb. 114, 3, p. 101-104 4 p.

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

  47. Framework for Smart Services as a premise for collaboration in the era of manufacturing services

    Stamer, F., Labbouz, A., Haefner, B. & Lanza, G., 2019, Production at the leading edge of technology: Proceedings of the 9th Congress of the German Academic Association for Production Technology (WGP), September 30th - October 2nd, Hamburg 2019.. Wulfsberg, J. P., Hintze, W. & Behrens, B.-A. (eds.). Berlin, Heidelberg: Springer Vieweg, p. 603–612 10 p.

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

  48. 2017

  49. PLM ‑supported automated process planning and partitioning for collaborative assembly processes based on a capability analysis

    Storms, S., Roggendorf, S., Stamer, F., Obdenbusch, M. & Brecher, C., 10.2017, 7. WGP-Jahreskongress Aachen, 5.-6. Oktober 2017. Schmitt, R. H. & Schuh, G. (eds.). Aachen: Apprimus Wissenschaftsverlag, p. 241-249 9 p.

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

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