• DocumentCode
    1717947
  • Title

    A virtual reservoir electricity market design applied to the Brazilian system using an Agent Based Model

  • Author

    Alves Calabria, Felipe ; Saraiva, Joao Tome ; Rocha, Ana Paula

  • Author_Institution
    CNPq Brazil, Brazil
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    This paper discusses the current Brazilian electricity market, brings out some dilemmas that should be examined in order to implement a more market-oriented approach, and describes a new market design to overcome these issues. The proposed market design is based on virtual reservoirs and aims at enhancing the flexibility to enable market participants to comply with their contracts, while still ensuring the efficient use of the water and maintaining the current level of the security of supply. In addition, to simulate the behavior of the market participants in this new framework, an Agent-Based Model-ABM where agents use reinforcement Q-Learning - is developed and applied to a case study that includes a centralized dispatch as currently exists in Brazil. The results obtained so far show that this new design is suitable to allow hydros managing their commercial contract commitments with extra flexibility.
  • Keywords
    hydroelectric power; power markets; software agents; ABM; Brazilian electricity market; agent-based model; centralized dispatch; commercial contract commitments; contracts; hydros; market design; market participants; market-oriented approach; reinforcement Q-Learning; supply security; virtual reservoirs; Contracts; Electricity supply industry; ISO; Power generation; Reservoirs; Security; Brazilian electricity market; Electricity market design; agent-based simulation; hydro power generation; virtual reservoir model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    European Energy Market (EEM), 2015 12th International Conference on the
  • Conference_Location
    Lisbon
  • Type

    conf

  • DOI
    10.1109/EEM.2015.7216617
  • Filename
    7216617