DocumentCode :
1717947
Title :
A virtual reservoir electricity market design applied to the Brazilian system using an Agent Based Model
Author :
Alves Calabria, Felipe ; Saraiva, Joao Tome ; Rocha, Ana Paula
Author_Institution :
CNPq Brazil, Brazil
fYear :
2015
Firstpage :
1
Lastpage :
5
Abstract :
This paper discusses the current Brazilian electricity market, brings out some dilemmas that should be examined in order to implement a more market-oriented approach, and describes a new market design to overcome these issues. The proposed market design is based on virtual reservoirs and aims at enhancing the flexibility to enable market participants to comply with their contracts, while still ensuring the efficient use of the water and maintaining the current level of the security of supply. In addition, to simulate the behavior of the market participants in this new framework, an Agent-Based Model-ABM where agents use reinforcement Q-Learning - is developed and applied to a case study that includes a centralized dispatch as currently exists in Brazil. The results obtained so far show that this new design is suitable to allow hydros managing their commercial contract commitments with extra flexibility.
Keywords :
hydroelectric power; power markets; software agents; ABM; Brazilian electricity market; agent-based model; centralized dispatch; commercial contract commitments; contracts; hydros; market design; market participants; market-oriented approach; reinforcement Q-Learning; supply security; virtual reservoirs; Contracts; Electricity supply industry; ISO; Power generation; Reservoirs; Security; Brazilian electricity market; Electricity market design; agent-based simulation; hydro power generation; virtual reservoir model;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
European Energy Market (EEM), 2015 12th International Conference on the
Conference_Location :
Lisbon
Type :
conf
DOI :
10.1109/EEM.2015.7216617
Filename :
7216617
Link To Document :
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