DocumentCode
3603479
Title
Population Games Methods for Distributed Control of Microgrids
Author
Mojica-Nava, Eduardo ; Barreto, Carlos ; Quijano, Nicanor
Author_Institution
Dept. of Electr. & Electron. Eng., Univ. Nac. de Colombia, Bogota, Colombia
Volume
6
Issue
6
fYear
2015
Firstpage
2586
Lastpage
2595
Abstract
We illustrate the potential of applying population games in two key related problems in microgrids management: 1) economic dispatch of active and reactive power; and 2) demand response. For the dynamic economic dispatch problem, we present a hierarchical microgrid energy management algorithm able to dispatch active and reactive power dynamically. In the second case, we use an opinion dynamics model, including the market in which the network agents interact. Opinion dynamics considers individuals who shape their beliefs based on information they receive from a subset of the society and offers tools to analyze the outcome of collective decision processes, which apparently can be considered arbitrary. We propose an opinion dynamics model including some desired characteristics, such as prominent agents and environmental incentives.
Keywords
distributed control; distributed power generation; energy management systems; game theory; power distribution control; power generation dispatch; power generation economics; reactive power control; demand response; dynamic economic dispatch problem; microgrids distribution control; microgrids management; population games methods; reactive power; Games; Microgrids; Power generation dispatch; Reactive power; Demand response (DR); microgrids; opinion dynamics; populations games;
fLanguage
English
Journal_Title
Smart Grid, IEEE Transactions on
Publisher
ieee
ISSN
1949-3053
Type
jour
DOI
10.1109/TSG.2015.2444399
Filename
7145472
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