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
Link To Document