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上海电力大学学报:2023,39(5):500-506
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微电网多目标经济调度的一致性算法
(上海电力大学 数理学院)
Consensus Based Distributed Multi-Objective Algorithms for a Micro-Grid
(School of Mathematics and Physics, Shanghai University of Electric Power, Shanghai 200090, China)
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投稿时间:2023-04-29    
中文摘要: 基于多智能体的一致性原理,提出了一种微电网经济与环境综合最优的分布式调度方法。该调度方法不再借助于领导跟随的一致性算法模式,而是基于机器人系统的工作模式,各节点通过存储最新的功率缺额,得到局部功率缺额,并用其替代全局功率缺额,解决了分布式多目标经济调度获取全局信息困难的问题。同时,该算法能够适应微电网系统负荷变动的特性,可实现多种情景下的微电网综合最优调度。算例仿真结果验证了所提方法的有效性。
Abstract:Based on consensus algorithms,a distributed multi-objective economic dispatch algorithm on environmental protection and economy is proposed for a micro-grid.Through estimating the global power mismatch by local power mismatch based on multi-robot task systems,this method doesn’t resort to the leader-follower consensus algorithm any more,which can avoid the occurrence of the difficulties in getting the global information for consensus algorithm.According to multi-robot task systems,each node on the communication graph saves the most up-to-date information from the other nodes.Moreover,it is shown that the proposed method can adapt to the varying load demand of the micro-grids and achieve a variety of multi-objective economic dispatch situations in the micro-grid.Simulation case verifies the validity of our results.
文章编号:20235013     中图分类号:TM73    文献标志码:
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引用文本:
王隔霞,王军平.微电网多目标经济调度的一致性算法[J].上海电力大学学报,2023,39(5):500-506.
WANG Gexia,WANG Junping.Consensus Based Distributed Multi-Objective Algorithms for a Micro-Grid[J].Journal of Shanghai University of Electric Power,2023,39(5):500-506.