Distributed Economic Dispatch Based on Broadcast Gossip Consensus Algorithm in Smart Grid

被引:1
作者
Wang, Dingwei [1 ]
Huang, Wenchao [1 ]
Huang, Yanwei [1 ]
Chen, Shaobin [1 ]
机构
[1] Fuzhou Univ, Coll Elect Engn & Automat, Fuzhou, Peoples R China
来源
2020 CHINESE AUTOMATION CONGRESS (CAC 2020) | 2020年
关键词
economic dispatch; broadcast gossip algorithm; distributed generators; consensus; smart grid;
D O I
10.1109/CAC51589.2020.9327413
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper studies the economic dispatch problem (EDP) of distributed generators for smart grids. Aiming at the problem that synchronous communication is difficult to realize in multi-agent based economic dispatch, a broadcast gossip-based economic dispatch algorithm is proposed. Different from the traditional gossip EDP algorithm, broadcast gossip EDP algorithm enables all neighbors of a node to update information at each iteration by taking advantage of the inherent broadcast advantage of wireless sensor in smart grid. The matrix perturbation theory is used to prove the convergence of the algorithm. Different cases are studied to show the effectiveness and the plugand-play capacity of the algorithm. The implementation on the IEEE-33 test system shows that the convergence speed of the broadcast gossip algorithm is higher than that of the traditional gossip algorithm.
引用
收藏
页码:5130 / 5136
页数:7
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