Skip to main content

State of the Art of European Learning Factories for the Digital Transformation - A Survey on Technologies, Learning Concepts and Their Performance

  • Conference paper
  • First Online:
Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems (CARV 2021, MCPC 2021)

Abstract

Learning factories constitute a promising approach for the acquisition of specific competencies, especially in terms of a digital transformation of the economy. Respectively, a variety of such factories differing in technology, learning concept, and potential audience have evolved. A precise and recent overview of those does not exist. However, such an overview is required for the implementation of concrete political measures, a future-oriented development of the individual learning factories, and an adequate selection by the audience. For this purpose, the authors investigate the current state of the art of European learning factories in the context of digitization. Thus, the terminology and definition of learning factories are provided. Moreover, using a structured literature review, the factories and their operation mode are outlined. Subsequently, the authors evaluate whether the different factories can build the required competencies among the audience and thus, support a successful digital transformation. Additionally, expert interviews with learning factory operators are performed to obtain profound information on the performance of learning factories. The findings help to assess the pertinency of European learning factories and provide a trace for their future development.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 299.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 379.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 379.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    https://digital-strategy.ec.europa.eu/en/activities/edihs.

  2. 2.

    Names and contact data of the EDIH candidates were online listed by the European Commission. By March 12th, 2021, the day of reach out, 329 candidates were published: https://s3platform.jrc.ec.europa.eu/en/digital-innovation-hubs-tool.

  3. 3.

    https://digital-strategy.ec.europa.eu/en/activities/edihs.

References

  1. Hulla, M., Hammer, M., Karre, H., Ramsauer, C.: A case study based digitalization training for learning factories. Procedia Manuf. 31(31), 169–174 (2019)

    Article  Google Scholar 

  2. Wank, A., Adolph, S., Anokhin, O., Arndt, A., Anderl, R., Metternich, J.: Using a learning factory approach to transfer Industrie 4.0 approaches to small- and medium-sized enterprises. Procedia CIRP 54, 89–94 (2016)

    Article  Google Scholar 

  3. Stoettrup Schioenning Larsen, M., Heidemann Lassen, A., Kjeld, N.: Process innovation in learning factories: towards a reference model advances in production management systems. In: Production Management for the Factory of the Future, vol. 566, pp. 658–665 (2020)

    Google Scholar 

  4. Abele, E., et al.: Learning factories for future oriented research and education in manufacturing. CIRP Ann. 66(2), 803–826 (2017)

    Article  Google Scholar 

  5. Marian, R., Campbell, D., Jin, Z., Stumptner, M., Chahl, J.: Challenges in implementing Industry 4 laboratories and learning factories in academia. In: 2019 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM), Piscataway, pp. 506–510. IEEE (2019)

    Google Scholar 

  6. Giffi, C.A., Rodriguez, M.D., Gangula, B., Roth, A.V., Hanley, T.: 2016 global manufacturing competitiveness index (2016). https://www2.deloitte.com/content/dam/Deloitte/global/Documents/Manufacturing/gx-global-mfg-competitiveness-index-2016.pdf

  7. Hennig, M., Reisinger, G., Trautner, T., Hold, P., Gerhard, D., Mazak, A.: TU Wien Pilot Factory Industry 4.0. Procedia Manuf. 31, 200–205 (2019)

    Article  Google Scholar 

  8. Da Tesch Silva, F., Da Costa, C.A., Paredes Crovato, C.D., Da Rosa Righi, R.: Looking at energy through the lens of Industry 4.0: a systematic literature review of concerns and challenges. Comput. Ind. Eng. 143, 106426 (2020)

    Article  Google Scholar 

  9. Biolchini, J., Mian, P.G., Natali, A.C.C., Travassos, G.H.: Systematic review in software engineering. Technical Report ES 67905 (2005)

    Google Scholar 

  10. Hulla, M., Ramsauer, C.: Competencies of Production in SMEs in Assembly Industries in a Digital, Volatile Business Environment. Teh. Glas. (Online) 14(3), 388–395 (2020)

    Article  Google Scholar 

  11. Maisiri, W., Darwish, H., van Dyk, L.: An investigation of Industry 4.0 skills requirements. SAJIE 30(3), 90–105 (2019)

    Google Scholar 

  12. Elbestawi, M., Centea, D., Singh, I., Wanyama, T.: SEPT learning factory for Industry 4.0 education and applied research. Procedia Manuf. 23, 249–254 (2018)

    Article  Google Scholar 

  13. Keller, T., Behling, M., Stockinger, C., Metternich, J., Schützer, K.: Analysis of the influence of process complexity and employee competence on the effect of digital assistance in industrial assembly. Prod. Eng. Res. Dev. 15(1), 1–8 (2020). https://doi.org/10.1007/s11740-020-01005-3

    Article  Google Scholar 

  14. Steininger, P.: Content management for e-learning an integrated solution. In: Gómez Chova, L., López Martínez, A., Candel Torres, I. (eds.) Edulearn 17. Conference Proceedings, Barcelona, pp. 10036–10043. IATED Academy (2017)

    Google Scholar 

  15. Komenda, T., Reisinger, G., Wilfried, S.: A practical approach of teaching digitalization and safety strategies in cyber-physical production systems. Procedia Manuf. 31, 296–301 (2019)

    Article  Google Scholar 

  16. Schäfers, P., Mütze, A., Nyhuis, P.: Integrated concept for acquisition and utilization of production feedback data to support production planning and control in the age of digitalization. Procedia Manuf. 31, 225–231 (2019)

    Article  Google Scholar 

  17. Conrad, A., Oberc, H., Wannöffel, M., Kuhlenkötter, B.: Co-determination – An interdisciplinary concept to train PhD students from different disciplines. Procedia Manuf. 31, 129–135 (2019)

    Article  Google Scholar 

  18. Siegert, J., Schlegel, T., Groß, E., Bauernhansl, T.: Standardized coordinate system for factory and production planning. Procedia Manuf. 9, 127–134 (2017)

    Article  Google Scholar 

  19. Küsters, D., Praß, N., Gloy, Y.-S.: Textile Learning factory 4.0 – preparing Germany’s textile industry for the digital future. Procedia Manuf. 9, 214–221 (2017)

    Article  Google Scholar 

  20. Zarte, M., Wermann, J., Heeren, P., Pechmann, A.: Concept, challenges, and learning benefits developing an Industry 4.0 learning factory with student projects, pp. 1133–1138 (2019)

    Google Scholar 

  21. Gotthardt, S., Hulla, M., Eder, M., Karre, H., Ramsauer, C.: Digitalized milk-run system for a learning factory assembly line. Procedia Manuf. 31, 175–179 (2019)

    Article  Google Scholar 

  22. Riedl, A.: Grundlagen der Didaktik. Franz Steiner Verlag, Stuttgart (2004)

    Google Scholar 

  23. Ahmad, R., Masse, C., Jituri, S., Doucette, J., Mertiny, P.: Alberta Learning Factory for training reconfigurable assembly process value stream mapping. Procedia Manuf. 23, 237–242 (2018)

    Article  Google Scholar 

  24. Blöchl, S.J., Michalicki, M., Schneider, M.: Simulation game for lean leadership – shopfloor management combined with accounting for lean. Procedia Manuf. 9, 97–105 (2017)

    Article  Google Scholar 

  25. Simons, S., Abé, P., Neser, S.: Learning in the AutFab – the fully automated Industrie 4.0 learning factory of the university of applied sciences Darmstadt. Procedia Manuf. 9, 81–88 (2017)

    Article  Google Scholar 

  26. Harmer, N., Stokes, A.: The benefits and challenges of project-based learning. School of Geography, Earth and Environmental Sciences, Plymouth (2014)

    Google Scholar 

  27. ElMaraghy, H., Moussa, M., ElMaraghy, W., Abbas, M.: Integrated product/system design and planning for new product family in a changeable learning factory. Procedia Manuf. 9(9), 65–72 (2017)

    Article  Google Scholar 

  28. Alves, C., Putnik, G.: Experiential learning of CAD systems interoperability in social network-based education. Procedia CIRP 84(84), 209–214 (2019)

    Article  Google Scholar 

  29. Li, F., Yang, J., Wang, J., Li, S., Zheng, L.: Integration of digitization trends in learning factories. Procedia Manuf. 31, 343–348 (2019)

    Article  Google Scholar 

  30. Juraschek, M., Büth, L., Posselt, G., Herrmann, C.: Mixed reality in learning factories. Procedia Manuf. 23, 153–158 (2018). https://doi.org/10.1016/j.promfg.2018.04.009

    Article  Google Scholar 

  31. Büth, L., Blume, S., Posselt, G., Herrmann, C.: Training concept for and with digitalization in learning factories: an energy efficiency training case. Procedia Manuf. 23, 171–176 (2018)

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Grit Rehe .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Rehe, G., Gebauer, M. (2022). State of the Art of European Learning Factories for the Digital Transformation - A Survey on Technologies, Learning Concepts and Their Performance. In: Andersen, AL., et al. Towards Sustainable Customization: Bridging Smart Products and Manufacturing Systems. CARV MCPC 2021 2021. Lecture Notes in Mechanical Engineering. Springer, Cham. https://doi.org/10.1007/978-3-030-90700-6_102

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-90700-6_102

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-90699-3

  • Online ISBN: 978-3-030-90700-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics