• 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