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
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;
Journal_Title :
Smart Grid, IEEE Transactions on
DOI :
10.1109/TSG.2015.2444399