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