Skip to main content

Multi-agent Retail Energy Markets: Contract Negotiation, Customer Coalitions and a Real-World Case Study

  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 9662))

Abstract

The participants in energy markets (EMs) can purchase and sell electricity through a few basic instruments, notably spot markets and bilateral contracts. This work aims at using software agents to help manage the complexity of EMs. Specifically, this paper centers on contract negotiation between a single retailer and a coalition of end-use customers—that is, two or more customers ally into a coalition to strengthen their bargaining positions and obtain better tariffs. It extends our previous work on bilateral contracting and customer coalition by considering a different interaction process between a trusted coordinator agent and the coalition members (end-use customers). Also, it presents a case study involving three schools for children located in England. The schools decide to ally into a coalition and rely on a coordinator agent, who takes decisions according to either a “majority” decision rule (two of the customers must are in agreement) or an “unanimity” rule (all customers must are in agreement). Although preliminary, the results do suggest that the formation and management of coalitions during bilateral contracting of electricity is indeed beneficial to end-use customers.

This is a preview of subscription content, log in via an institution.

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Learn about institutional subscriptions

Notes

  1. 1.

    http://www.stgeorgesweybridge.com/college/why-st-georges-college.

  2. 2.

    http://www.stgeorgesweybridge.com/junior-school.

  3. 3.

    http://www.ludgrove.net/.

  4. 4.

    http://www.ecodriver.co.uk (accessed on January 2016).

References

  1. Kirschen, D., Strbac, G.: Fundamentals of Power System Economics. Wiley, Chichester (2004)

    Book  Google Scholar 

  2. Lopes, F., Mamede, N., Novais, A.Q., Coelho, H.: Negotiation in a multi-agent supply chain system. In: Third International Workshop of the IFIP WG 5.7 Special Interest Group on Advanced Techniques in Production Planning & Control, pp. 153–168. Firenze University Press (2002)

    Google Scholar 

  3. 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)

    Google Scholar 

  4. 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)

    Article  MathSciNet  MATH  Google Scholar 

  5. Lopes, F., Rodrigues, T., Sousa, J.: Negotiating bilateral contracts in a multi-agent electricity market: a case study. In: Hameurlain, A., Tjoa, A., Wagner, R. (eds.) 23rd Database and Expert Systems Applications (DEXA 2012), pp. 326–330. IEEE (2012)

    Google Scholar 

  6. Osborne, M., Rubinstein, A.: Bargaining and Markets. Academic Press, London (1990)

    MATH  Google Scholar 

  7. Raiffa, H.: The Art and Science of Negotiation. Harvard University Press, Cambridge (1982)

    Google Scholar 

  8. Lopes, F., Coelho, H.: Concession behaviour in automated negotiation. In: Buccafurri, F., Semeraro, G. (eds.) EC-Web 2010. LNBIP, vol. 61, pp. 184–194. Springer, Heidelberg (2010)

    Chapter  Google Scholar 

  9. Lopes, F., Mamede, N., Novais, A.Q., Coelho, H.: Negotiation among autonomous agents: experimental evaluation of integrative strategies. In: Bento, C., Cardoso, A., Dias, G. (eds.) 12th Portuguese Conference on Artificial Intelligence (EPIA 2005), pp. 280–288. IEEE Computer Society Press (2005)

    Google Scholar 

  10. Faratin, P., Sierra, C., Jennings, N.: Negotiation decision functions for autonomous agents. J. Robot. Auton. Syst. 24(3–4), 159–182 (1998)

    Article  Google Scholar 

  11. Lopes, F., Algarvio, H., Coelho, H.: Bilateral contracting in multi-agent electricity markets: negotiation strategies and a case study. In: 10th International Conference on the European Energy Market (EEM 2013), pp. 1–8. IEEE (2013)

    Google Scholar 

  12. Lewicki, R., Barry, B., Saunders, D.: Negotiation. McGraw Hill, New York (2010)

    Google Scholar 

  13. Benefits of Demand Response in Electricity Markets and Recommendations for Achieving them. Report to the United States Congress, US Department of Energy, February 2006

    Google Scholar 

Download references

Acknowledgement

This work was supported by “Fundação para a Ciência e a Tecnologia” with references UID/CEC/50021/2013 and PD/BD/105863/2014 (H. Algarvio).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hugo Algarvio .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Algarvio, H., Lopes, F., Santana, J. (2016). Multi-agent Retail Energy Markets: Contract Negotiation, Customer Coalitions and a Real-World Case Study. In: Demazeau, Y., Ito, T., Bajo, J., Escalona, M. (eds) Advances in Practical Applications of Scalable Multi-agent Systems. The PAAMS Collection. PAAMS 2016. Lecture Notes in Computer Science(), vol 9662. Springer, Cham. https://doi.org/10.1007/978-3-319-39324-7_2

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-39324-7_2

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-39323-0

  • Online ISBN: 978-3-319-39324-7

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics