Abstract
Advanced in technologies for the decentralization of applications have enabled micro-grid energy systems that do not rely on central control and optimization but are controlled by their owners. This may eventually enable consumers or intermediaries to specify concrete and diverse conditions on the supply that not only concern throughput, price and stability but also elements as provenance (e.g. that energy is produced from renewable sources) or locality among others. Blockchain technologies have emerged as a possible solution for the integration of the stream of events generated by smart meters and networks, providing tamper-proof ledgers for offerings, transactions and traces. However, that requires languages for expressing conditions that might become complex and have to be executed locally. In this paper, we review the state of decentralization in micro-grids and its requirements, and discuss the role of ontologies as support for expressing constraints in those networks.
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Notes
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We use here similar syntax, but not strictly SWRL conformant rules. They are intended as production rules pseudocode and not as direct axioms on OWL ontologies.
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At the time of this writing, however, Ethereum is experimenting changes to solve those problems.
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References
Adler, J., Berryhill, R., Veneris, A., Poulos, Z., Veira, N., Kastania, A.: Astraea: A Decentralized Blockchain Oracle. arXiv preprint arXiv:1808.00528 (2018)
Aguero, J.R., Khodaei, A.: Grid modernization, DER integration & utility business models-trends & challenges. IEEE Power Energy Mag. 16(2), 112–121 (2018)
Aitzhan, N.Z., Svetinovic, D.: Security and privacy in decentralized energy trading through multi-signatures, blockchain and anonymous messaging streams. IEEE Trans. Dependable Secure Comput. 15(5), 840–852 (2016)
Alexopoulos, P., Kafentzis, K., Zoumas, C.: ELMO: an interoperability ontology for the electricity market. In: Proceedings of the International Conference on e-Business, pp. 15–20 (2009)
Basden, J., Cottrell, M.: How utilities are using blockchain to modernize the grid. Harvard Business Review (2017)
Chappin, E.J., Dijkema, G.P., van Dam, K.H., Lukszo, Z.: Modeling strategic and operational decision-making-an agent-based model of electricity producers. In: Proceedings of the 21st Annual European Simulation and Modelling Conference (ESM2007), St. Julian’s, Malta, pp. 22–24 (2007)
Croce, D., Giuliano, F., Tinnirello, I., Galatioto, A., Bonomolo, M., Beccali, M., Zizzo, G.: Overgrid: a fully distributed demand response architecture based on overlay networks. IEEE Trans. Autom. Sci. Eng. 14(2), 471–481 (2017)
D’Elia, A., Viola, F., Roffia, L., Azzoni, P., Cinotti, T.S.: Enabling interoperability in the internet of things: a OSGi semantic information broker implementation. Int. J. Semant. Web Inf. Syst. (IJSWIS) 13(1), 147–167 (2017)
de Kruijff, J., Weigand, H.: Understanding the blockchain using enterprise ontology. In: Dubois, E., Pohl, K. (eds.) CAiSE 2017. LNCS, vol. 10253, pp. 29–43. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-59536-8_3
García-Barriocanal, E., Sánchez-Alonso, S., Sicilia, M.-A.: Deploying metadata on blockchain technologies. In: Garoufallou, E., Virkus, S., Siatri, R., Koutsomiha, D. (eds.) MTSR 2017. CCIS, vol. 755, pp. 38–49. Springer, Cham (2017). https://doi.org/10.1007/978-3-319-70863-8_4
Geerts, G.L., McCarthy, W.E.: An ontological analysis of the economic primitives of the extended-REA enterprise information architecture. Int. J. Account. Inf. Syst. 3(1), 1–16 (2002)
Gnansounou, E., Pierre, S., Quintero, A., Dong, J., Lahlou, A.: A multi-agent approach for planning activities in decentralized electricity markets. Knowl.-Based Syst. 20(4), 406–418 (2007)
Grassi, M., Nucci, M., Piazza, F.: Towards an ontology framework for intelligent smart home management and energy saving. In: Proceedings of the IEEE International Symposium on Industrial Electronics (ISIE), pp. 1753–1758. IEEE (2011)
Imbault, F., Swiatek, M., De Beaufort, R., Plana, R.: The green blockchain: managing decentralized energy production and consumption. In: Proceedings of the 2017 IEEE International Conference on Environment and Electrical Engineering and IEEE Industrial and Commercial Power Systems Europe (EEEIC/ICPS Europe), pp. 1–5 (2017)
Laurier, W., Kiehn, J., Polovina, S.: REA 2: a unified formalisation of the resource-event-agent ontology. Appl. Ontol. 13, 1–24 (2018)
Mengelkamp, E., Gärttner, J., Rock, K., Kessler, S., Orsini, L., Weinhardt, C.: Designing microgrid energy markets: a case study: the Brooklyn Microgrid. Appl. Energy 210, 870–880 (2018)
Münsing, E., Mather, J., Moura, S.: Blockchains for decentralized optimization of energy resources in microgrid networks. In: Proceedings of the 2017 IEEE Conference on Control Technology and Applications (CCTA), pp. 2164–2171. IEEE (2017)
Pop, C., Cioara, T., Antal, M., Anghel, I., Salomie, I., Bertoncini, M.: Blockchain based decentralized management of demand response programs in smart energy grids. Sensors 18(1), 162 (2018)
Raskin, R.G., Pan, M.J.: Knowledge representation in the semantic web for Earth and environmental terminology (SWEET). Comput. Geosci. 31(9), 1119–1125 (2005)
Red, V.A.: Practical comparison of distributed ledger technologies for IoT. In: Proceedings of the SPIE Defense + Security Conference, vol. 10206, p. 102060G (2017). https://doi.org/10.1117/12.2262793
Samadi, P., Mohsenian-Rad, H., Schober, R., Wong, V.W.: Advanced demand side management for the future smart grid using mechanism design. IEEE Trans. Smart Grid 3(3), 1170–1180 (2012)
Seebacher, S., Maleshkova, M.: A model-driven approach for the description of blockchain business networks. In: Proceedings of the 51st Hawaii International Conference on System Sciences, pp. 3487–3496 (2018)
Sikorski, J.J., Haughton, J., Kraft, M.: Blockchain technology in the chemical industry: machine-to-machine electricity market. Appl. Energy 195, 234–246 (2017)
Zhang, X., Li, K., Zhao, C., Pan, D.: A survey on units ontologies: architecture, comparison and reuse. Program 51(2), 193–213 (2017)
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García-Barriocanal, E., Sicilia, MÁ., Sánchez-Alonso, S. (2019). The Case for Ontologies in Expressing Decisions in Decentralized Energy Systems. In: Garoufallou, E., Sartori, F., Siatri, R., Zervas, M. (eds) Metadata and Semantic Research. MTSR 2018. Communications in Computer and Information Science, vol 846. Springer, Cham. https://doi.org/10.1007/978-3-030-14401-2_35
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