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
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);
Journal_Title :
Industrial Electronics, IEEE Transactions on
DOI :
10.1109/TIE.2011.2107714