Convergence Analysis of the Incremental Cost Consensus Algorithm Under Different Communication Network Topologies in a Smart Grid

被引:549
作者
Zhang, Ziang [1 ]
Chow, Mo-Yuen [1 ]
机构
[1] N Carolina State Univ, Dept Elect & Comp Engn, Raleigh, NC 27606 USA
基金
美国国家科学基金会;
关键词
Distributed control; economic dispatch; leader-follower consensus; multi-agent system; smart grid; ECONOMIC-DISPATCH;
D O I
10.1109/TPWRS.2012.2188912
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
In a smart grid, effective distributed control algorithms could be embedded in distributed controllers to properly allocate electrical power among connected buses autonomously. By selecting the incremental cost of each generation unit as the consensus variable, the incremental cost consensus (ICC) algorithm is able to solve the conventional centralized economic dispatch problem in a distributed manner. The mathematical formulation of the algorithm has been presented in this paper. The results of several case studies have also been presented to show that the difference between network topologies will influence the convergence rate of the ICC algorithm.
引用
收藏
页码:1761 / 1768
页数:8
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