Stephan Grimm, Michael Watzke, Thomas Hubauer and Falco Cescolini,
Embedded EL+ Reasoning on Programmable Logic Controllers,
in Proceedings of the 11th International Semantic Web Conference (ISWC 2012),
Boston, US,
November,
2012.
[PDF(local)],
[PDF(online)]
Abstract:
Many industrial use cases, such as machine diagnostics, can benefit from embedded reasoning, the task of running knowledge-based reasoning techniques on embedded controllers as widely used in industrial automation. However, due to the memory and CPU restrictions of embedded devices like programmable logic controllers (PLCs), state-of-the-art reasoning tools and methods cannot be easily migrated to industrial automation environments. In this paper, we describe an approach to porting lightweight OWL 2 EL reasoning to a PLC platform to run in an industrial automation environment. We report on initial runtime experiments carried out on a prototypical implementation of a PLC-based EL+ -reasoner in the context of a use case about turbine diagnostics.
BibTex:
@InProceedings { iswc2012paper-inuse-09,
author = { Stephan Grimm, Michael Watzke, Thomas Hubauer and Falco Cescolini },
title = { Embedded EL+ Reasoning on Programmable Logic Controllers },
booktitle = { Proceedings of the 11th International Semantic Web Conference (ISWC 2012) },
address = {Boston, US},
month = { November },
year = { 2012 },
}