Title :
The electricity market as a multi-agent system
Author :
Trigo, Paulo ; Marques, Paulo
Author_Institution :
Fac. de Cienc., Univ. de Lisboa, Lisbon
Abstract :
This paper proposes a multi-agent based simulation (MABS) framework to construct an artificial electric power market where heterogeneous, rationally bounded and learning agents co-evolve dynamically. The proposed framework aims to facilitate the integration of two MABS constructs: (i) the design of the environmental physical properties and entities, and (ii) the simulation models of resources and both the decision-making (deliberative) 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 unitspsila resources. The experimental results show a coherent market behavior that emerges from the overall simulated environment.
Keywords :
multi-agent systems; power engineering computing; power markets; artificial electric power market; decision-making agents; learning agents; multiagent system; power generator companies; reactive agents; trading strategies; Computational modeling; Decision making; Electricity supply industry; Energy consumption; Humans; Multiagent systems; Power generation; Power system dynamics; Power system modeling; Power system simulation; Electricity market modeling; adaptation and learning; multi-agent based simulation; sequential decision process;
Conference_Titel :
Electricity Market, 2008. EEM 2008. 5th International Conference on European
Conference_Location :
Lisboa
Print_ISBN :
978-1-4244-1743-8
Electronic_ISBN :
978-1-4244-1744-5
DOI :
10.1109/EEM.2008.4579092