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N. Shilov, A. Sminrov, F. Ansari:
"Ontologies in Smart Manufacturing: Approaches and Research Framework";
Talk: 26th IEEE Conference of Open Innovations Association FRUCT, Yaroslavl, Russia; 2020-04-23 - 2020-04-24; in: "Proceedings of the 26th Conference of Open Innovations Association FRUCT", S. Balandin (ed.); 1 (2020), ISSN: 2305-7254; 408 - 414.

Successful implementation of smart manufacturing
systems requires tight connectivity and intensive information and
knowledge exchange. There is still a need for achieving certain
level of smartness and beyond (i.e. cognitive manufacturing) by
identifying semantic relations between heterogeneous data
sources, extract actionable information and subsequently
automate the process of knowledge generation and targetoriented
recommendation in industrial context. The missing
linkage is the quality of knowledge generation and protection
process, which requires further investigation along with standard
planning and controlling measures. This can be achieved through
application of ontologies as a mean to support interoperability,
reasoning and decision making. Considering various alternative
approaches, this paper describes a research framework for
ongoing study on ontology-based planning and controlling in
smart manufacturing systems.