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-ofthe- 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 +-reasoner in the context of a use case about turbine diagnostics. © 2012 Springer-Verlag Berlin Heidelberg.
Cite
CITATION STYLE
Grimm, S., Watzke, M., Hubauer, T., & Cescolini, F. (2012). Embedded + reasoning on programmable logic controllers. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 7650 LNCS, pp. 66–81). Springer Verlag. https://doi.org/10.1007/978-3-642-35173-0_5
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