DocumentCode
1433296
Title
A Population Dynamics Approach for the Dispatch of Distributed Generators
Author
Pantoja, Andrés ; Quijano, Nicanor
Author_Institution
Dept. de Ing. Electr. y Electron., Univ. de los Andes, Bogotá, Colombia
Volume
58
Issue
10
fYear
2011
Firstpage
4559
Lastpage
4567
Abstract
Power distribution networks that include distributed generation need new control strategies based on distributed and hierarchical structures. For these systems, a replicator dynamics strategy for dynamic resource allocation in the dispatch of distributed generators in a microgrid is presented. This approach uses the characteristics of a defined subsystem in order to offer a simple algorithm with optimal and feasible solutions even in cases where other methods do not satisfy the problem´s constraints. To compare the performance of the replicator dynamics strategy and to analyze the optimality of the obtained solutions, a market multiagent-based scheme is adapted. The results are implemented in a simulation model for different scenarios to show the applicability of the proposed strategy.
Keywords
distributed power generation; multi-agent systems; power distribution control; power engineering computing; power generation dispatch; resource allocation; control strategy; distributed generator dispatch; distributed structure; dynamic resource allocation; hierarchical structure; market multiagent based scheme; microgrid; population dynamics; power distribution networks; replicator dynamics strategy; Adaptation model; Biological system modeling; Dynamic scheduling; Generators; Heuristic algorithms; Optimization; Resource management; Distributed generation; economical dispatch; market-based control (MBC); replicator dynamics (RD);
fLanguage
English
Journal_Title
Industrial Electronics, IEEE Transactions on
Publisher
ieee
ISSN
0278-0046
Type
jour
DOI
10.1109/TIE.2011.2107714
Filename
5699363
Link To Document