Abstract
Nowadays, an electricity blackout can have a domino effect on the overall power system, causing extremely bad effects on the economical, ecological and operational countries perspectives. All this emphasizes the need for conceiving an upgraded vision of today’s and tomorrow’s power systems that have to be smart to meet the society expectations. Smart grids have been emerging as an appropriate solution for such needs. This work addresses two main related challenges encountered in the management of such power systems: (1) the semantic interoperability needed between their heterogeneous components in order to ensure seamless communication and integration, and (2) a means to consider their various objectives from economical, ecological, and operational perspectives, to mention some. In this paper, we propose a three-layered smart grid management framework, aiming at resolving these two issues. The backbone of the framework is SSG, a generic ontology-based model, detailed here. It aims at modeling the smart grid components, their features and properties, allowing the achievement of the smart grid objectives. Several evaluations have been conducted in order to validate our proposed framework and emphasize the SSG importance and utility in the energy domain. Obtained results are satisfactory and draw several promising perspectives.
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References
Brank, J., Grobelnik, M., Mladenic, D.: A survey of ontology evaluation techniques. In: Proceedings of the Conference on Data Mining and Data Warehouses (SiKDD 2005), pp. 166–170 (2005)
Catterson, V.M., Davidson, E.M., McArthur, S.D.: Issues in integrating existing multi-agent systems for power engineering applications. In: Proceedings of the 13th International Conference on, Intelligent Systems Application to Power Systems, 6-p. IEEE (2005)
Cox, W., Considine, T.: Energy, micromarkets, and microgrids. In: Grid-Interop 2011, pp. 1–8 (2011)
Cox, W., Holmberg, D., Sturek, D.: OASIS collaborative energy standards, facilities, and ZigBee smart energy. In: Grid-Interop Forum, pp. 1–8 (2011)
Cox, W.T., Considine, T., Principal, T.: Architecturally significant interfaces for the smart grid. In: Grid-Interop-The Road to an Interoperable Grid, Denver, Colorado, USA, pp. 17–19 (2009)
Dallinger, D., Wietschel, M.: Grid integration of intermittent renewable energy sources using price-responsive plug-in electric vehicles. Renew. Sustain. Energy Rev. 16, 3370–3382 (2012)
BE Design: Facility smart grid information model (2017). https://www.iso.org/standard/71547.html. Accessed 30 July 2018
Fauzey, I.H.M., Nateghi, F., Mohammadi, F., Ismail, F.: Emergent occupational safety & health and environmental issues of demolition work: towards public environment. Procedia-Soc. Behav. Sci. 168, 41–51 (2015)
Gillani, S., Laforest, F., Picard, G.: A generic ontology for prosumer-oriented smart grid. In: EDBT/ICDT Workshops, pp. 134–139 (2014)
Gómez-Pérez, A.: Ontology evaluation. In: Staab, S., Studer, R. (eds.) Handbook on Ontologies, pp. 251–273. Springer, Heidelberg (2004). https://doi.org/10.1007/978-3-540-24750-0_13
Goodwin, M., Yazidi, A.: A pattern recognition approach for peak prediction of electrical consumption. Integr. Comput.-Aided Eng. 23, 101–113 (2016)
Grijalva, S., Costley, M., Ainsworth, N.: Prosumer-based control architecture for the future electricity grid. In: 2011 IEEE International Conference on Control Applications (CCA), pp. 43–48. IEEE (2011)
Guarino, N.: Formal ontology and information systems. In: Proceedings of FOIS, pp. 81–97. vol. 98 (1998)
Hammerstrom, D.J., et al.: Pacific northwest gridwise testbed demonstration projects. Part I. Olympic Peninsula Project, Technical report Pacific Northwest National Laboratory (PNNL), Richland, WA (US) (2007)
Hammerstrom, D.J., et al.: Pacific Northwest GridWise\(^{{\rm TM}}\) testbed demonstration projects; Part II. Grid Friendly\(^{{\rm TM}}\) Appliance Project. Technical report Pacific Northwest National Laboratory (PNNL), Richland, WA (US) (2007)
Ho, Q.-D., Le-Ngoc, T.: Smart grid communications networks: wireless technologies, protocols, issues and standards. In: Obaidat, M.S., Anpalagan, A., Woungang, I. (eds.) Handbook of Green Information and Communication Systems, pp. 115–146. Academic Press, New York (2012)
Kempton, W., Letendre, S.E.: Electric vehicles as a new power source for electric utilities. Transp. Res. Part D: Transp. Environ. 2, 157–175 (1997)
Li, X., Liang, X., Lu, R., Shen, X., Lin, X., Zhu, H.: Securing smart grid: cyber attacks, countermeasures, and challenges. IEEE Commun. Mag. 50(8), 38–45 (2012). https://doi.org/10.1109/MCOM.2012.6257525. ISSN 0163-6804
McMorran, A.W.: An introduction to IEC 61970–301 & 61968–11: The common information model. University of Strathclyde, 93, 124 (2007)
Mo, Y., et al.: Cyber-physical security of a smart grid infrastructure. Proc. IEEE 100, 195–209 (2012)
Ritzer, G.: Focusing on the prosumer. In: Blättel-Mink, B., Hellmann, K.U. (eds.) Prosumer Revisited, pp. 61–79. Springer, Cham (2010)
Uschold, M., Gruninger, M.: Ontologies: principles, methods and applications. Knowl. Eng. Rev. 11, 93–136 (1996)
Verhoosel, J., Rumph, F.-J., Konsman, M.: Modeling of flexibility in electricity demand and supply for renewables integration. In: Workshop on eeBuildings Data Models, Sophia Antipolis, France, pp. 1–8 (2011)
Wang, C., Liu, H., Wu, F.: The extend CIM for microgrid. In: 2012 China International Conference on Electricity Distribution (CICED), pp. 1–5 (2012). https://doi.org/10.1109/CICED.2012.6508543
Zowghi, D., Gervasi, V.: The three CS of requirements: consistency, completeness, and correctness. In: International Workshop on Requirements Engineering: Foundations for Software Quality, Essen, Germany: Essener Informatik Beitiage, pp. 155–164 (2002)
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Salameh, K., Chbeir, R., Camblong, H. (2019). SSG: An Ontology-Based Information Model for Smart Grids. In: Hameurlain, A., Wagner, R., Morvan, F., Tamine, L. (eds) Transactions on Large-Scale Data- and Knowledge-Centered Systems XL. Lecture Notes in Computer Science(), vol 11360. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-662-58664-8_4
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