Agent-based community coordination of local energy distribution

作者: Muhammad Yasir , Martin K Purvis , Maryam Purvis , Bastin Tony Roy Savarimuthu , None

DOI: 10.1007/S00146-013-0528-1

关键词:

摘要: The diminishing availability of fossil fuels will necessitate a shift toward renewable energy resources to supply vital electrical needs in the future. Two abundant sources, solar and wind, are increasingly cost-competitive also offer potential decentralized, hence more robust, sourcing. However, intermittent nature wind power can present difficulties connection with integrating them into main electric grid. In this paper, we an agent-based architecture for coordinating locally connected micro-grids, thereby supporting cost-effective integration These interconnected sources storage devices, employ agents so that each micro-grid choose save or resell its stored open market order optimize utility costs. We show via simulation experiments how agent society operates adapts under varying conditions demand patterns. Such system provides not only financial advantages but local autonomy robust distribution. addition, these facilitate reduction carbon emission. connection, compare five different trading strategies. Thus, experimental design evaluation motivated by policy modeling perspective whereby community (i.e., strategy) is computed based on two attributes, gain emissions. Further, means "what-if" analysis, policies potentially be employed compared against one another. Also, implications discussed.

参考文章(13)
Gianpaolo Vitale, Marcello Pucci, Maurizio Cirrincione, Carmelo Lodato, Salvatore Lopes, Massimo Cossentino, A multi-agent architecture for simulating and managing microgrids federated conference on computer science and information systems. pp. 619- 622 ,(2011)
Fatimah Ishowo-Oloko, Iyad Rahwan, Perukrishnen Vytelingum, Nick Jennings, A storage pricing mechanism for learning agents in Masdar City smart grid adaptive agents and multi-agents systems. pp. 1167- 1168 ,(2012) , 10.5555/2343896.2343902
Sarvapali D. Ramchurn, Muddasser Alam, Alex Rogers, Cooperative energy exchange for the efficient use of energy and resources in remote communities adaptive agents and multi-agents systems. pp. 731- 738 ,(2013) , 10.5555/2484920.2485035
Filippo Bistaffa, Meritxell Vinyals, Alex Rogers, Alessandro Farinelli, Decentralised stable coalition formation among energy consumers in the smart grid (demonstration) adaptive agents and multi-agents systems. pp. 1461- 1462 ,(2012) , 10.5555/2343896.2344061
Meritxell Vinyals, Filippo Bistaffa, Alessandro Farinelli, Alex Rogers, Coalitional energy purchasing in the smart grid ieee international energy conference. pp. 848- 853 ,(2012) , 10.1109/ENERGYCON.2012.6348270
M ASIF, T MUNEER, Energy supply, its demand and security issues for developed and emerging economies Renewable & Sustainable Energy Reviews. ,vol. 11, pp. 1388- 1413 ,(2007) , 10.1016/J.RSER.2005.12.004
A.L. Dimeas, N.D. Hatziargyriou, Operation of a multiagent system for microgrid control IEEE Transactions on Power Systems. ,vol. 20, pp. 1447- 1455 ,(2005) , 10.1109/TPWRS.2005.852060
Mark Z. Jacobson, Review of solutions to global warming, air pollution, and energy security Energy Environ. Sci.. ,vol. 2, pp. 148- 173 ,(2009) , 10.1039/B809990C
J. Nicolaisen, V. Petrov, L. Tesfatsion, Market power and efficiency in a computational electricity market with discriminatory double-auction pricing IEEE Transactions on Evolutionary Computation. ,vol. 5, pp. 504- 523 ,(2001) , 10.1109/4235.956714