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2015 | OriginalPaper | Buchkapitel

Agent-Based Smart Grid Market Simulation with Connection to Real Infrastructures

verfasst von : Gabriel Santos, Tiago Pinto, Luís Gomes, Marco Silva, Hugo Morais, Zita Vale, Isabel Praça

Erschienen in: Highlights of Practical Applications of Agents, Multi-Agent Systems, and Sustainability - The PAAMS Collection

Verlag: Springer International Publishing

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Abstract

The consensus behind Smart Grids (SG) as one of the most promising solutions for the massive integration of renewable energy sources in power systems has led to the practical implementation of several prototypes and pilots that aim at testing and validating SG methodologies. The urgent need to accommodate such resources of distributed and intermittent nature and the impact that a deficient management of energy sources has on the global population require that alternative solutions are experimented. This paper presents a multi-agent based SG simulation platform that is connected to physical resources, so that realistic scenarios with palpable influence on real resources can be simulated. The SG simulator is also connected to the Multi-Agent Simulator of Competitive Electricity Markets (MASCEM), which provides a solid framework for the simulation of restructured electricity markets. Taking advantage on the complementarities between the simulators, a SG market is proposed, and a realistic simulation scenario, using two real buildings acting in a simulated SG is presented.

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Literatur
1.
Zurück zum Zitat Klessmann, C., et al.: Status and perspectives of renewable energy policy and deployment in the European Union—What is needed to reach the 2020 targets? Energy Policy 39(12), 7637–7657 (2011)CrossRef Klessmann, C., et al.: Status and perspectives of renewable energy policy and deployment in the European Union—What is needed to reach the 2020 targets? Energy Policy 39(12), 7637–7657 (2011)CrossRef
2.
Zurück zum Zitat Blumsack, S., Fernandez, A.: Ready or not, here comes the smart grid! Energy 37(1), 61–68 (2012)CrossRef Blumsack, S., Fernandez, A.: Ready or not, here comes the smart grid! Energy 37(1), 61–68 (2012)CrossRef
3.
Zurück zum Zitat Bo, Z., Xuesong, Z., Jian, C.: Integrated microgrid laboratory system. IEEE Trans. Power Syst. 27, 2175–2185 (2012)CrossRef Bo, Z., Xuesong, Z., Jian, C.: Integrated microgrid laboratory system. IEEE Trans. Power Syst. 27, 2175–2185 (2012)CrossRef
4.
Zurück zum Zitat Meeus, L., et al.: Development of the internal electricity market in Europe. Electr. J. 18(6), 25–35 (2005)CrossRef Meeus, L., et al.: Development of the internal electricity market in Europe. Electr. J. 18(6), 25–35 (2005)CrossRef
5.
Zurück zum Zitat Sousa, T., et al.: Intelligent energy resource management considering vehicle-to-grid: a simulated annealing approach. IEEE Trans. Smart Grid 3, 535–542 (2012)CrossRef Sousa, T., et al.: Intelligent energy resource management considering vehicle-to-grid: a simulated annealing approach. IEEE Trans. Smart Grid 3, 535–542 (2012)CrossRef
6.
Zurück zum Zitat Shahidehpour, M., et al.: Market Operations in Electric Power Systems: Forecasting, Scheduling, and Risk Management, pp. 233–274. Wiley-IEEE Press, New York (2002) Shahidehpour, M., et al.: Market Operations in Electric Power Systems: Forecasting, Scheduling, and Risk Management, pp. 233–274. Wiley-IEEE Press, New York (2002)
7.
Zurück zum Zitat Oliveira, P., et al.: MASGriP - a multi-agent smart grid simulation plataform. In: IEEE Power and Energy Society General Meeting, San Diego, California, USA, pp. 1–10 (2012) Oliveira, P., et al.: MASGriP - a multi-agent smart grid simulation plataform. In: IEEE Power and Energy Society General Meeting, San Diego, California, USA, pp. 1–10 (2012)
8.
Zurück zum Zitat Pinto, T., et al.: Strategic bidding in electricity markets: an agent-based simulator with game theory for scenario analysis. Integr. Comput. Aided Eng. 20(4), 335–346 (2013). IOS Press Pinto, T., et al.: Strategic bidding in electricity markets: an agent-based simulator with game theory for scenario analysis. Integr. Comput. Aided Eng. 20(4), 335–346 (2013). IOS Press
9.
Zurück zum Zitat Pinto, T., et al.: A new approach for multi-agent coalition formation and management in the scope of electricity markets. Energy 36(8), 5004–5015 (2011)CrossRef Pinto, T., et al.: A new approach for multi-agent coalition formation and management in the scope of electricity markets. Energy 36(8), 5004–5015 (2011)CrossRef
10.
Zurück zum Zitat Praça, I., et al.: MASCEM: a multi-agent system that simulates competitive electricity markets. IEEE Intell. Syst. 18(6), 54–60 (2003). Special Issue on Agents and MarketsCrossRef Praça, I., et al.: MASCEM: a multi-agent system that simulates competitive electricity markets. IEEE Intell. Syst. 18(6), 54–60 (2003). Special Issue on Agents and MarketsCrossRef
11.
Zurück zum Zitat Vale, Z., et al.: MASCEM: electricity markets simulation with strategic agents. IEEE Intell. Syst. 26(2), 9–17 (2011)CrossRefMathSciNet Vale, Z., et al.: MASCEM: electricity markets simulation with strategic agents. IEEE Intell. Syst. 26(2), 9–17 (2011)CrossRefMathSciNet
14.
Zurück zum Zitat Sheblé, G.: Computational Auction Mechanisms for Restructured Power Industry Operation. Kluwer Academic Publishers, Boston (1999)CrossRef Sheblé, G.: Computational Auction Mechanisms for Restructured Power Industry Operation. Kluwer Academic Publishers, Boston (1999)CrossRef
16.
Zurück zum Zitat Praça, I., et al.: MASCEM: a multiagent system that simulates competitive electricity markets. IEEE Intell. Syst. 18(6), 54–60 (2003)CrossRef Praça, I., et al.: MASCEM: a multiagent system that simulates competitive electricity markets. IEEE Intell. Syst. 18(6), 54–60 (2003)CrossRef
17.
Zurück zum Zitat Baran, M.E., Wu, F.F.: Network reconfiguration in distribution-systems for loss reduction and load balancing. IEEE Trans. Power Deliv. 4, 1401–1407 (1989)CrossRef Baran, M.E., Wu, F.F.: Network reconfiguration in distribution-systems for loss reduction and load balancing. IEEE Trans. Power Deliv. 4, 1401–1407 (1989)CrossRef
18.
Zurück zum Zitat World Energy Council: Energy Scenario Development Analysis: WEC Policy to 2050, press office, 20th world energy congress (2007) World Energy Council: Energy Scenario Development Analysis: WEC Policy to 2050, press office, 20th world energy congress (2007)
19.
Zurück zum Zitat Silva, M., et al.: Real-time energy resource scheduling considering a real Portuguese scenario. In: 19th World Congress of the International Federation of Automatic Control (IFAC 2014), Cape Town, South Africa, 24–29 August, 2014 Silva, M., et al.: Real-time energy resource scheduling considering a real Portuguese scenario. In: 19th World Congress of the International Federation of Automatic Control (IFAC 2014), Cape Town, South Africa, 24–29 August, 2014
Metadaten
Titel
Agent-Based Smart Grid Market Simulation with Connection to Real Infrastructures
verfasst von
Gabriel Santos
Tiago Pinto
Luís Gomes
Marco Silva
Hugo Morais
Zita Vale
Isabel Praça
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-19033-4_24