(Virtual) Agents for running electricity markets


Autoria(s): Trigo, Paulo; Marques, Paulo; Coelho, Helder
Data(s)

24/11/2011

24/11/2011

01/11/2010

Resumo

This paper describes a multi-agent based simulation (MABS) framework to construct an artificial electric power market populated with learning agents. The artificial market, named TEMMAS (The Electricity Market Multi-Agent Simulator), explores the integration of two design constructs: (i) the specification of the environmental physical market properties and (ii) the specification of the decision-making (deliberative) and reactive agents. TEMMAS is materialized in an experimental setup involving distinct power generator companies that 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.

Identificador

Trigo P, Marques P, Coelho H.(Virtual) Agents for running electricity markets. Simulation Modelling Practice and theory. 2010;18 (10): 1442-1452.

1569-190X

http://hdl.handle.net/10400.21/540

Idioma(s)

eng

Publicador

Elsevier Science BV

Relação

10;

Direitos

restrictedAccess

Palavras-Chave #Multi-agent based simulation #Electricity market modeling #Sequential decision process #Adaptation and learning
Tipo

article