Conference paper
Automatic electricity markets data extraction for realistic multi-agent simulations
This paper presents the development of a tool that provides a database with available information from real electricity markets, ensuring the required updating mechanisms. Some important characteristics of this tool are: capability of collecting, analyzing, processing and storing real electricity markets data available on-line; capability of dealing with different file formats and types, some of them inserted by the user, resulting from information obtained not on-line but based on the possible collaboration with market entities; definition and implementation of database gathering information from different market sources, even including different market types; machine learning approach for automatic definition of downloads periodicity of new information available on-line.
This is a crucial tool to go a step forward in electricity markets simulation, since the integration of this database with a scenarios generation tool, based on knowledge discovery techniques, provides a framework to study real market scenarios allowing simulators improvement and validation.
Language: | English |
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Publisher: | Springer |
Year: | 2014 |
Pages: | 371-374 |
Proceedings: | PAAMS 2014International Conference on Practical Applications of Agents and Multi-Agent Systems |
Series: | Lecture Notes in Computer Science |
ISBN: | 3319075500 , 3319075519 , 9783319075501 and 9783319075518 |
ISSN: | 03029743 |
Types: | Conference paper |
DOI: | 10.1007/978-3-319-07551-8_41 |
ORCIDs: | Morais, Hugo |