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Three-faceted manufacturing knowledge representation in cloud environments

  • A trend from centralized to decentralized production is emerging in the manufacturing domain leading to new and innovative approaches for long-established production methods. A technology supporting this trend is Cloud Manufacturing, which adapts technologies and concepts known from cloud computing to the manufacturing domain. A core aspect of Cloud Manufacturing is representing knowledge about manufacturing, e.g., machine capabilities, in a suitable form. This knowledge representation should be flexible and adaptable so that it fits across various manufacturing domains, but, at the same time, should also be specific and exhaustive. We identify three core capabilities that such a platform has to support, i.e., the product, the process and the production.We propose representing this knowledge in semantically specified knowledge graphs, essentially creating three through features interconnected ontologies each representing a facet of manufacturing. Finally, we present an exemplary implementation of a Cloud Manufacturing platform using this representation and its advantages.

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Metadaten
Author:Damian DrexelORCiD, Ralph HochORCiD
DOI:https://doi.org/https://doi.org/10.1016/j.ifacol.2022.10.180
ISSN:2405-8963
Parent Title (English):10th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2022: Nantes, France, 22-24 June 2022
Publisher:Elsevier : IFAC
Place of publication:Frankfurt, München, u.a. : Laxenburg
Document Type:Conference Proceeding
Language:English
Year of publication:2022
Release Date:2022/11/14
Tag:abstraction; cloud manufacturing; distributed manufactoring; knowledge representation; ontologies
Volume:55
Issue:10
Number of pages:6
First Page:2950
Last Page:2955
Organisationseinheit:Forschung / Forschungszentrum Digital Factory Vorarlberg
Technik / Technik | Engineering & Technology
DDC classes:600 Technik, Medizin, angewandte Wissenschaften / 600 Technik
Open Access?:ja
Peer review:wiss. Beitrag, peer-reviewed
Publicationlist:Drexel, Damian
Hoch, Ralph
Licence (German):License LogoCreative Commons - CC BY - NC - ND - 4.0 International - Attribution - NonCommercial –NoDerivs - Namensnennung - Nicht kommerziell - Keine Bearbeitungen