Distributed Economic Dispatch Algorithms of Microgrids Integrating Grid-Connected and Isolated Modes

被引:0
|
作者
Liu, Zhongxin [1 ,2 ]
Zhang, Yanmeng [1 ,2 ]
Zhang, Yalin [1 ,2 ]
Wang, Fuyong [1 ,2 ]
机构
[1] Nankai Univ, Coll Artificial Intelligence, Tianjin 300350, Peoples R China
[2] Nankai Univ, Tianjin Key Lab Intervent Brain Comp Interface & I, Tianjin 300350, Peoples R China
基金
中国国家自然科学基金;
关键词
Consensus algorithm; distributed optimization; eco- nomic dispatch (ED); energy router (ER); multi-agent systems; OPTIMIZATION; CONSENSUS; CONVERGENCE; SYSTEMS;
D O I
10.1109/JAS.2024.124695
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The economic dispatch problem (EDP) of micro-grids operating in both grid-connected and isolated modes within an energy internet framework is addressed in this paper. The multiagent leader-following consensus algorithm is employed to address the EDP of microgrids in grid-connected mode, while the push-pull algorithm with a fixed step size is introduced for the isolated mode. The proposed algorithm of isolated mode is proven to converge to the optimum when the interaction digraph of microgrids is strongly connected. A unified algorithmic frame-work is proposed to handle the two modes of operation of micro-grids simultaneously, enabling our algorithm to achieve optimal power allocation and maintain the balance between power supply and demand in any mode and any mode switching. Due to the push-pull structure of the algorithm and the use of fixed step size, the proposed algorithm can better handle the case of unbalanced graphs, and the convergence speed is improved. It is documented that when the transmission topology is strongly connected and there is bi-directional communication between the energy router and its neighbors, the proposed algorithm in composite mode achieves economic dispatch even with arbitrary mode switching. Finally, we demonstrate the effectiveness and superiority of our algorithm through numerical simulations.
引用
收藏
页码:86 / 98
页数:13
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