Abstract
Because of the semantic conflicts, the exchange of information between heterogeneous applications remains a complex task. One way to address this problem is to use ontologies for the identification and association of semantically corresponding information concepts. In the electric power industry, the IEC/CIM represents the most complete and widely accepted ontology. We attempt to show through three concrete examples how the CIM can reap advantages from a formal representation of knowledge in order to support complex processes. We present a semantic approach for finding ringlets in the distribution network, for checking specific data inconsistencies and finally for identifying CIM topological nodes. We conclude by stating that the combination of CIM and RDF has the main advantage of offering valuable flexibility in processing complex tasks.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Alghamdi, A.S., Siddiqui, Z., Quadri, S.S.A.: A common information exchange model for multiple c4i architectures. In: 2010 12th International Conference on Computer Modelling and Simulation (UKSim), pp. 538–542 (2010)
Cruz, I.F., Xiao, H.: The role of ontologies in data integration. Journal of Engineering Intelligent Systems 13, 245–252 (2005)
Dahal, N., Mohan, V.M., Durbha, S.S., Srivastava, A.K., King, R.L., Younan, N.H., Schulz, N.N.: Wide area monitoring using common information model and sensor web. In: Power Systems Conference and Exposition, PSCE 2009, pp. 1–7. IEEE/PES (2009)
Hajmoosaei, A., Kareem, S.A.: An ontology-based approach for resolving semantic schema conflicts in the extraction and integration of query-based information from heterogeneous web data-sources. In: Meyer, T., Nayak, A.C. (eds.) Third Australasian Ontology Workshop (AOW 2007), Gold Coast, Australia. CRPIT, vol. 85, pp. 35–43. ACS (2007)
Hakimpour, F., Geppert, A.: Resolving semantic heterogeneity in schema integration: an ontology based approach. In: Proc. of the Intl. Conf. on Formal Ontologies in Information Systems (FOIS 2001), pp. 297–308. ACM Press (2001)
Mauser, S.F., Gillerman, J., Nordell, D.: Utility information integration-vision, benefits, strategies, and status. In: Proceedings of the 33rd Annual Hawaii International Conference on System Sciences, 6 p. (2000)
Neumann, S., Britton, J.P., DeVos, A., Widergren, S.E.: Use of the CIM Ontology, pp. 26–32. Citeseer (2006)
Textor, A., Meyer, F., Kroeger, R.: Automated IT Management using Ontologies. International Journal on Advances in Intelligent Systems 5(3/4), 291–301 (2012)
Wache, H., Vögele, T., Visser, U., Stuckenschmidt, H., Schuster, G., Neumann, H., Hübner, S.: Ontology-based integration of information - a survey of existing approaches, pp. 108–117 (2001)
Wang, L., Hosokawa, A., Murayama, H.: An evolutive and multilingual cim ontology management system. Energy Procedia 12, 18–26 (2011); The Proceedings of International Conference on Smart Grid and Clean Energy Technologies (ICSGCE 2011)
Niang, C., Bouchou, B., Lo, M., Sam, Y.: Automatic building of an appropriate global ontology. In: Eder, J., Bielikova, M., Tjoa, A.M. (eds.) ADBIS 2011. LNCS, vol. 6909, pp. 429–443. Springer, Heidelberg (2011)
Skjæveland, M.G.: Sgvizler: A javascript wrapper for easy visualization of sparql result sets. In: 9th Extended Semantic Web Conference (ESWC 2012) (May 2012)
Karray, M., Chebel-Morello, B., Zerhouni, N.: A contextual semantic mediator for a distributed cooperative maintenance platform. In: 2010 8th IEEE International Conference on Industrial Informatics (INDIN), pp. 181–188 (2010)
Shvaiko, P., Euzenat, J.: Ontology matching: State of the art and future challenges. IEEE Transactions on Knowledge and Data Engineering 25(1), 158–176 (2013)
Britton, J.P., deVos, A.N.: Cim-based standards and cim evolution. IEEE Transactions on Power Systems 20(2), 758–764 (2005)
Alan, D., Mcmorran, W.: An introduction to iec 61970-301 and 61968-11: The common information model (2007)
Oracle Database Semantic Technologies Developer’s Guide, http://docs.oracle.com/cd/E11882_01/appdev.112/e11828/toc.htm
Sgvizler, https://code.google.com/p/sgvizler/
CIMTool, http://wiki.cimtool.org/index.html
Ressler, J., Dean, M., Benson, E., Dorner, E., Morris, C.: Application of ontology translation. In: Aberer, K., et al. (eds.) ISWC/ASWC 2007. LNCS, vol. 4825, pp. 830–842. Springer, Heidelberg (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Gaha, M., Zinflou, A., Langheit, C., Bouffard, A., Viau, M., Vouligny, L. (2013). An Ontology-Based Reasoning Approach for Electric Power Utilities. In: Faber, W., Lembo, D. (eds) Web Reasoning and Rule Systems. RR 2013. Lecture Notes in Computer Science, vol 7994. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-39666-3_8
Download citation
DOI: https://doi.org/10.1007/978-3-642-39666-3_8
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-39665-6
Online ISBN: 978-3-642-39666-3
eBook Packages: Computer ScienceComputer Science (R0)