Integrating virtual and physical production processes in learning factories

Abstract Scaled learning factories are industrial learning environments that provide production systems and processes for learners on a model scale rather than using actual productive machines. This approach has benefits as for instance lower invest, increased approachability and higher safety levels. At the same time, constraints for implementation of actual production processes and required abstraction levels from industrial processes are limitations. To bridge the gap between benefits and limitation we propose the integration of virtual production processes in a prevalent physical learning factories. Resulting mixed reality solutions bear the potential to combine real and virtual objects at the same time and thus extend the physical model environment with virtually represented processes. Based on an initial analysis we develop a concept using spatial augmented reality and a game engine based simulation to realize a virtual integrated production process. The theoretical concept as well as the technical implementation is described. A first evaluation indicates a high rate of acceptance by trainees and illustrates the benefits for learning performance.

[1]  Ronald Azuma,et al.  A Survey of Augmented Reality , 1997, Presence: Teleoperators & Virtual Environments.

[2]  Alexander Kaluza,et al.  Exploring the Potentials of Mixed Reality for Life Cycle Engineering , 2018 .

[3]  Sotiris Makris,et al.  Using Holograms for visualizing and interacting with educational content in a Teaching Factory , 2019, Procedia Manufacturing.

[4]  P. Milgram,et al.  A Taxonomy of Mixed Reality Visual Displays , 1994 .

[5]  Eberhard Abele,et al.  Learning Factories for Research, Education, and Training☆ , 2015 .

[6]  Christoph Herrmann,et al.  Implementing Cyber-physical Production Systems in Learning Factories☆ , 2016 .

[7]  Alexander Kaluza,et al.  Designing Learning Environments for Energy Efficiency through Model Scale Production Processes , 2015 .

[8]  Gerrit Posselt,et al.  Training concept for and with digitalization in learning factories: An energy efficiency training case , 2018 .

[9]  Joachim Metternich,et al.  CHALLENGES AND APPROACHES TO COMPETENCY DEVELOPMENT FOR FUTURE PRODUCTION , 2014 .

[10]  Christoph Herrmann,et al.  Evaluation neuer Lehr-Lern-Medien in einer Lernfabrik. Eine Usability-Studie zu App- und AR-Anwendungen , 2019 .

[11]  Christoph Herrmann,et al.  Die Lernfabrik – Research-based Learning for Sustainable Production Engineering , 2015 .

[12]  Magdalena Brunnhofer,et al.  Potentials of Augmented Reality in Training , 2019, Procedia Manufacturing.

[13]  Max Juraschek,et al.  Mixed Reality in Learning Factories , 2018 .

[14]  Benjamin Haefner,et al.  Augmented Go & See: An approach for improved bottleneck identification in production lines , 2019, Procedia Manufacturing.

[15]  Christoph Herrmann,et al.  Supporting SMEs towards adopting mixed reality : A training concept to bring the reality-virtuality continuum into application , 2018, 2018 IEEE 16th International Conference on Industrial Informatics (INDIN).

[16]  Joachim Metternich,et al.  Potentials and Limits of Learning Factories in Research, Innovation Transfer, Education, and Training , 2017 .