DocumentCode
35687
Title
Distributed Multiple Agent System Based Online Optimal Reactive Power Control for Smart Grids
Author
Wei Zhang ; Wenxin Liu ; Xin Wang ; Liming Liu ; Ferrese, Frank
Author_Institution
Sch. of Electr. Eng. & Autom., Harbin Inst. of Technol., Harbin, China
Volume
5
Issue
5
fYear
2014
fDate
Sept. 2014
Firstpage
2421
Lastpage
2431
Abstract
Under high penetration of renewable energy resources, more and more reactive power control devices are integrated into power grids. The large-scale deployment of these devices requires upgrading existing reactive power control solutions. To improve energy efficiency and voltage profiles of the power grids under different operating conditions, this paper proposes a fully distributed multiple agent system based optimal reactive control solution. To update its control setting, a reactive controller only needs information measured locally or obtained from its neighboring buses. The updating rules of the subgradient based algorithm are derived under mild assumptions. The solution is able to provide comparable steady state performance as that of centralized optimization solutions. Due to the simplicity of communication topology and the reduced amount of data to process, the solution can provide timely response to changes of operating conditions. Simulation studies with power systems of different sizes demonstrate the effectiveness of proposed control solution.
Keywords
control engineering computing; gradient methods; multi-agent systems; optimal control; optimisation; power engineering computing; power system control; reactive power control; renewable energy sources; smart power grids; voltage control; centralized optimization solutions; communication topology; distributed multiple agent system based online optimal reactive power control; energy efficiency improvement; power grids; renewable energy resources; smart grids; subgradient based algorithm; updating rules; voltage profile improvement; Algorithm design and analysis; Generators; Optimization; Reactive power; Reactive power control; Smart grids; Distributed subgradient algorithm; multiple agent system; online optimal reactive power control; smart grids;
fLanguage
English
Journal_Title
Smart Grid, IEEE Transactions on
Publisher
ieee
ISSN
1949-3053
Type
jour
DOI
10.1109/TSG.2014.2327478
Filename
6880391
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