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Seamless integration of cyber-physical systems in knowledge graphs

 
: Grangel-González, Irlán; Halilaj, Lavdim; Vidal, Maria-Esther; Lohmann, Steffen; Auer, Soeren; Müller, Andreas W.

:

Haddad, H.M.:
SAC '18, 33rd ACM/SIGAPP Symposium On Applied Computing. Proceedings : Pau, France — April 09 - 13, 2018
New York: ACM, 2018
ISBN: 978-1-4503-5191-1
S.2000-2003
Symposium on Applied Computing (SAC) <33, 2018, Pau>
Bundesministerium für Bildung und Forschung BMBF
01IS15054; InDaSpace
Englisch
Konferenzbeitrag
Fraunhofer IAIS ()
Cyber-Physical Systems; Probabilistic Soft Logic

Abstract
Cyber-Physical Systems (CPS) are engineering systems that result from the integration of both physical and computational components designed from different engineering perspectives. Standards addressing smart manufacturing, such as AutomationML, can be used to describe CPS components and to facilitate their integration. Albeit expressive, these standards allow for the representation of the same features in various ways, thus hampering a fully integrated description of CPS components. We tackle this integration problem and propose SemCPS, a framework able to combine Probabilistic Soft Logic and Knowledge Graphs to semantically describe a CPS and its components. We evaluated SemCPS on a set of testbeds of AutomationML documents describing CPS components from various perspectives. Results sug gest that SemCPS enables not only the seamless integration of CPS components but also allows for preserving individual characteristics of these components.

: http://publica.fraunhofer.de/dokumente/N-510141.html