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2018 | OriginalPaper | Buchkapitel

Coalitions of End-Use Customers in Retail Electricity Markets: A Real-World Case Study Involving Five Schools for Children

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Abstract

The key mechanisms for purchasing and selling electrical energy include electricity pools and bilateral contracts. This article is devoted to bilateral contracting, which is modeled as a negotiation process involving an iterative exchange of offers and counter-offers. It focuses on coalitions of end-use consumers and describes a case study involving five schools for children located in England. The schools decide to ally into a coalition to strengthen their bargaining positions and, hopefully, to obtain better tariffs. To this end, they rely on a coordinator agent, who is defined from the group of five schools, by selecting either the “most powerful” school or the “best negotiator” school. The coordinator takes decisions according to either a “majority” rule, a “consensus” rule, or an “unanimity” rule. The simulations are performed with an agent-based system, called MATREM (for Multi-agent TRading in Electricity Markets). Although preliminary, the results suggest that coalition formation and management is beneficial to end-use customers, since the price agreed in the new forward contracts is more favorable to these agents, particularly when the coordinator is the “best negotiator” agent and considers the “unanimity” decision rule.

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Fußnoten
1
See [12] for a detailed description of the MATREM system and [13] for its classification according to a number of specific dimensions related to both liberalized electricity markets and intelligent agents.
 
7
http://​www.​ecodriver.​co.​uk (accessed on April 2017).
 
8
Certainly, bargaining power should be modeled by a more complex function. Broadly speaking, bargaining power is the potential to alter the attitudes and behaviors of others that an individual brings to a given negotiation situation (but see, e.g.,. [16]).
 
Literatur
1.
Zurück zum Zitat Shahidehpour, M., Yamin, H., Li, Z.: Market Operations in Electric Power Systems. Wiley, Chichester (2002)CrossRef Shahidehpour, M., Yamin, H., Li, Z.: Market Operations in Electric Power Systems. Wiley, Chichester (2002)CrossRef
3.
Zurück zum Zitat Kirschen, D., Strbac, G.: Fundamentals of Power System Economics. Wiley, Chichester (2004)CrossRef Kirschen, D., Strbac, G.: Fundamentals of Power System Economics. Wiley, Chichester (2004)CrossRef
4.
Zurück zum Zitat Lopes, F., Coelho, H.: Strategic and Tactical behaviour in automated negotiation. Int. J. Artif. Intell. 4(S10), 35–63 (2010) Lopes, F., Coelho, H.: Strategic and Tactical behaviour in automated negotiation. Int. J. Artif. Intell. 4(S10), 35–63 (2010)
5.
Zurück zum Zitat Klusch, M., Gerber, A.: Dynamic coalition formation among rational agents. IEEE Intell. Syst. 17(3), 42–47 (2002)CrossRef Klusch, M., Gerber, A.: Dynamic coalition formation among rational agents. IEEE Intell. Syst. 17(3), 42–47 (2002)CrossRef
6.
Zurück zum Zitat Sánchez-Anguix, V., Julián, V., Botti, V., García-Fornes, A.: Studying the impact of negotiation environments on negotiation teams performance. Inf. Sci. 219, 17–40 (2013)MathSciNetCrossRef Sánchez-Anguix, V., Julián, V., Botti, V., García-Fornes, A.: Studying the impact of negotiation environments on negotiation teams performance. Inf. Sci. 219, 17–40 (2013)MathSciNetCrossRef
7.
Zurück zum Zitat Algarvio, H., Lopes, F., Santana, J.: Multi-agent retail energy markets: bilateral contracting and coalitions of end-use customers. In: 12th International Conference on the European Energy Market (EEM 2015), pp. 1–5. IEEE (2015) Algarvio, H., Lopes, F., Santana, J.: Multi-agent retail energy markets: bilateral contracting and coalitions of end-use customers. In: 12th International Conference on the European Energy Market (EEM 2015), pp. 1–5. IEEE (2015)
8.
9.
Zurück zum Zitat Lopes, F., Sá, J., Santana, J.: Renewable generation, support policies and the merit order effect: a comprehensive overview and the case of wind power in Portugal. In: Lopes, F., Coelho, H. (eds.) Electricity Markets with Increasing Levels of Renewable Generation: Structure, Operation, Agent-based Simulation, and Emerging Designs. SSDC, vol. 144, pp. 227–263. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-74263-2_9CrossRef Lopes, F., Sá, J., Santana, J.: Renewable generation, support policies and the merit order effect: a comprehensive overview and the case of wind power in Portugal. In: Lopes, F., Coelho, H. (eds.) Electricity Markets with Increasing Levels of Renewable Generation: Structure, Operation, Agent-based Simulation, and Emerging Designs. SSDC, vol. 144, pp. 227–263. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-319-74263-2_​9CrossRef
11.
Zurück zum Zitat Bellifemine, F., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE. Wiley, Chichester (2007)CrossRef Bellifemine, F., Caire, G., Greenwood, D.: Developing Multi-Agent Systems with JADE. Wiley, Chichester (2007)CrossRef
12.
Zurück zum Zitat Lopes, F.: MATREM: an agent-based simulation tool for electricity markets. In: Lopes, F., Coelho, H. (eds.) Electricity Markets with Increasing Levels of Renewable Generation: Structure, Operation, Agent-based Simulation, and Emerging Designs. SSDC, vol. 144, pp. 189–225. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-74263-2_8CrossRef Lopes, F.: MATREM: an agent-based simulation tool for electricity markets. In: Lopes, F., Coelho, H. (eds.) Electricity Markets with Increasing Levels of Renewable Generation: Structure, Operation, Agent-based Simulation, and Emerging Designs. SSDC, vol. 144, pp. 189–225. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-319-74263-2_​8CrossRef
13.
Zurück zum Zitat Lopes, F., Coelho, H.: Electricity markets and intelligent agents part ii: agent architectures and capabilities. In: Lopes, F., Coelho, H. (eds.) Electricity Markets with Increasing Levels of Renewable Generation: Structure, Operation, Agent-based Simulation, and Emerging Designs. SSDC, vol. 144, pp. 49–77. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-74263-2_3CrossRef Lopes, F., Coelho, H.: Electricity markets and intelligent agents part ii: agent architectures and capabilities. In: Lopes, F., Coelho, H. (eds.) Electricity Markets with Increasing Levels of Renewable Generation: Structure, Operation, Agent-based Simulation, and Emerging Designs. SSDC, vol. 144, pp. 49–77. Springer, Cham (2018). https://​doi.​org/​10.​1007/​978-3-319-74263-2_​3CrossRef
14.
Zurück zum Zitat Lopes, F., Algarvio, H., Coelho, H.: Bilateral contracting in multi-agent electricity markets: negotiation strategies and a case study. In: International Conference on the European Energy Market (EEM 2013), pp. 1–8. IEEE (2013) Lopes, F., Algarvio, H., Coelho, H.: Bilateral contracting in multi-agent electricity markets: negotiation strategies and a case study. In: International Conference on the European Energy Market (EEM 2013), pp. 1–8. IEEE (2013)
15.
Zurück zum Zitat Osborne, M., Rubinstein, A.: Bargaining and Markets. Academic Press, London (1990)MATH Osborne, M., Rubinstein, A.: Bargaining and Markets. Academic Press, London (1990)MATH
16.
Zurück zum Zitat Lewicki, R., Barry, B., Saunders, D.: Negotiation. McGraw Hill, New York (2010) Lewicki, R., Barry, B., Saunders, D.: Negotiation. McGraw Hill, New York (2010)
Metadaten
Titel
Coalitions of End-Use Customers in Retail Electricity Markets: A Real-World Case Study Involving Five Schools for Children
verfasst von
Hugo Algarvio
Fernando Lopes
João Santana
Copyright-Jahr
2018
DOI
https://doi.org/10.1007/978-3-319-94779-2_27

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