• DocumentCode
    3444438
  • Title

    Simulating a Multi-agent Electricity Market

  • Author

    Trigo, Paulo ; Coelho, Helder

  • Author_Institution
    DEETC, ISEL Inst. Super. de Eng. de Lisboa, Lisbon, Portugal
  • fYear
    2010
  • fDate
    24-25 Oct. 2010
  • Firstpage
    90
  • Lastpage
    95
  • Abstract
    This paper proposes a multi-agent based simulation (MABS) framework to construct an artificial electric power market populated with learning agents. The proposed frame-work facilitates the integration of two MABS constructs: i) the design of the environmental physical market properties, and ii) the simulation models of the decision-making and reactive agents. The framework is materialized in an experimental setup involving distinct power generator companies which operate in the market and search for the trading strategies that best exploit their generating units´ resources. The experimental results show a coherent market behavior that emerges from the overall simulated environment.
  • Keywords
    digital simulation; electronic commerce; multi-agent systems; power engineering computing; power markets; MABS; artificial electric power market; decision-making agents; distinct power generator companies; environmental physical market properties; learning agents; market behavior; multiagent based simulation framework; multiagent electricity market; reactive agents; trading strategies; Companies; Decision making; Electricity; Generators; Heating; Markov processes; Power systems; Decision Making; Electricity Market Simulation; Learning; Multi Agent System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Social Simulation (BWSS), 2010 Second Brazilian Workshop on
  • Conference_Location
    Sao Bernardo do Campo, Sao Paulo
  • Print_ISBN
    978-1-4577-0895-4
  • Electronic_ISBN
    978-0-7695-4471-7
  • Type

    conf

  • DOI
    10.1109/BWSS.2010.14
  • Filename
    6030019