DocumentCode :
1760930
Title :
Decentralized Economic Dispatch in Smart Grids by Self-Organizing Dynamic Agents
Author :
Loia, Vincenzo ; Vaccaro, Alfredo
Author_Institution :
Dept. of Inf., Univ. of Salerno, Fisciano, Italy
Volume :
44
Issue :
4
fYear :
2014
fDate :
41730
Firstpage :
397
Lastpage :
408
Abstract :
In this paper, we propose a decentralized and self-organizing solution framework aimed at addressing economic dispatch (ED) analysis in a distributed scenario. In particular we will demonstrate that, under some hypotheses, the solution of the ED analysis can be obtained by computing proper weighted averages of the variable of interests. To compute these global quantities we propose the deployment of a network of cooperative dynamic agents solving distributed average consensus problems. Thanks to this decentralized/nonhierarchical paradigm, all the basic operations needed to solve the economic dispatch problem could be easily processed by the agents. Simulation results obtained on the 118 and 300 bus IEEE test networks are presented and discussed in order to prove the effectiveness of the proposed framework.
Keywords :
multi-agent systems; power generation dispatch; power generation economics; smart power grids; IEEE 118 bus test networks; IEEE 300 bus test networks; cooperative dynamic agents; decentralized economic dispatch; distributed average consensus problems; self-organizing dynamic agents; self-organizing solution framework; smart grids; Intelligent systems; optimization methods; power generation dispatch; smart grids;
fLanguage :
English
Journal_Title :
Systems, Man, and Cybernetics: Systems, IEEE Transactions on
Publisher :
ieee
ISSN :
2168-2216
Type :
jour
DOI :
10.1109/TSMC.2013.2258909
Filename :
6527962
Link To Document :
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