Title :
Application of an Ontology-Based and Rule-Based Model in Electric Power Utilities
Author :
Zinflou, Arnaud ; Gaha, Mohamed ; Bouffard, Alexandre ; Vouligny, Luc ; Langheit, Christian ; Viau, Muriel
Author_Institution :
Meas. & Inf. Syst. Div., Inst. de Rech. d´Hydro-Quebec IREQ, Varennes, QC, Canada
Abstract :
The evolution of power distribution systems has considerably increased due to the technologies present in the grid. All these technologies lead to augment the complexity of the information exchanged between heterogeneous applications. One way to address this problem is to use ontologies for the identification and association of semantically corresponding information concepts. We show through the use of the IEC/CIM (International Electro technical Commission/Common Information Model) ontology, how it is possible to take advantage of a formal representation and semantic enhancement to support complex tasks. We present a formal approach to process semantic data for electric power utilities. We show that modern semantic technology gives us the possibility to process complex tasks within a reasonable time for a large-scale problem of real power networks.
Keywords :
knowledge based systems; ontologies (artificial intelligence); power distribution; power engineering computing; power grids; IEC/CIM; International Electrotechnical Commission; common information model; electric power utility; formal representation; large-scale problem; ontology-based model; power distribution system; rule-based model; semantic technology; Computer integrated manufacturing; Engines; OWL; Ontologies; Resource description framework; Semantics; Unified modeling language; Common Information Model; Ontology; Ontology-based system; Rule-based systems;
Conference_Titel :
Semantic Computing (ICSC), 2013 IEEE Seventh International Conference on
Conference_Location :
Irvine, CA
DOI :
10.1109/ICSC.2013.79