DocumentCode
1719558
Title
Seller, buyer and VPP agents behavior on a simulated electricity market
Author
Praca, Isabel ; Morais, Hugo ; Ramos, Carlos ; Vale, Zita A.
Author_Institution
GECAD-Knowledge Eng. & Decision-Support Res. Group, Eng. Inst. of Porto-Polytech. Inst. of Porto (ISEP/IPP), Porto, Portugal
fYear
2009
Firstpage
1
Lastpage
6
Abstract
Competitive electricity markets are complex environments, involving a large number of different entities, playing in a dynamic scene to obtain the best advantages and profits. MASCEM is an electricity market simulator able to model market players and simulate their operation in the market. As market players are complex entities, having their characteristics and objectives, making their decisions and interacting with other players, a multi-agent architecture is used and proved to be adequate. MASCEM players have learning capabilities and different risk preferences. They are able to refine their strategies according to their past experience (both real and simulated) and considering other agents´ behavior. Agents´ behavior is also subject to its risk preferences.
Keywords
multi-agent systems; power engineering computing; power markets; VPP agents behavior; multi-agent architecture; simulated electricity market; virtual power producers; Computational modeling; Contracts; Electricity supply industry; Environmental economics; Knowledge engineering; Layout; Power generation economics; Power system simulation; Wind energy generation; Wind turbines; Decision Making; Dynamic Strategies; Electricity Markets; Multi-Agent Systems; Simulation;
fLanguage
English
Publisher
ieee
Conference_Titel
PowerTech, 2009 IEEE Bucharest
Conference_Location
Bucharest
Print_ISBN
978-1-4244-2234-0
Electronic_ISBN
978-1-4244-2235-7
Type
conf
DOI
10.1109/PTC.2009.5281983
Filename
5281983
Link To Document