Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.

Rethinking Human-Machine Learning in Industry 4.0: How Does the Paradigm Shift Treat the Role of Human Learning?

 
: Ansari, F.; Erol, S.; Sihn, W.

:
Fulltext ()

Procedia manufacturing 23 (2018), pp.117-122
ISSN: 2351-9789
Conference on Learning Factories (CLF) <8, 2018, Patras>
English
Journal Article, Conference Paper, Electronic Publication
Fraunhofer Austria ()

Abstract
The paradigm shift in production system known as Industry 4.0 imposes changes on work division between human and machine. A human labor on the one side is assisted by smart devices and machines (human-machine cooperation) and on the other should interact and exchange information with intelligent machines (human-machine collaboration). This paper addresses the challenges of mutual human-machine learning in factories of the future. The ultimate goal is to identify new learning patterns in highly digitalized industrial work scenarios. To this end, we give a definition of mutual human-machine learning in digitalized work scenarios; provide exemplary scenarios in the TU Wien Pilot Factory Industry 4.0, and finally identify future research potentials.

: http://publica.fraunhofer.de/documents/N-520851.html