并网与隔离模式相结合的微电网分布式经济调度算法

IF 15.3 1区 计算机科学 Q1 AUTOMATION & CONTROL SYSTEMS
Zhongxin Liu;Yanmeng Zhang;Yalin Zhang;Fuyong Wang
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引用次数: 0

摘要

本文研究了在能源互联网框架下并网和隔离两种模式下运行的微电网的经济调度问题。并网模式下微电网的EDP问题采用多智能体leader-follow共识算法,隔离模式下微电网的EDP问题采用固定步长的推拉算法。实验证明,当微电网相互作用图强连接时,隔离模式算法收敛到最优。提出了一种统一的算法框架来同时处理微电网的两种运行模式,使我们的算法在任何模式和任何模式切换下都能实现最优的功率分配,保持供需平衡。由于算法的推拉结构和固定步长,该算法可以更好地处理不平衡图的情况,提高了收敛速度。研究表明,当传输拓扑是强连接且能量路由器与邻居之间存在双向通信时,复合模式下的算法即使在任意模式切换的情况下也能实现经济调度。最后,通过数值仿真验证了算法的有效性和优越性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Distributed Economic Dispatch Algorithms of Microgrids Integrating Grid-Connected and Isolated Modes
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.
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来源期刊
Ieee-Caa Journal of Automatica Sinica
Ieee-Caa Journal of Automatica Sinica Engineering-Control and Systems Engineering
CiteScore
23.50
自引率
11.00%
发文量
880
期刊介绍: The IEEE/CAA Journal of Automatica Sinica is a reputable journal that publishes high-quality papers in English on original theoretical/experimental research and development in the field of automation. The journal covers a wide range of topics including automatic control, artificial intelligence and intelligent control, systems theory and engineering, pattern recognition and intelligent systems, automation engineering and applications, information processing and information systems, network-based automation, robotics, sensing and measurement, and navigation, guidance, and control. Additionally, the journal is abstracted/indexed in several prominent databases including SCIE (Science Citation Index Expanded), EI (Engineering Index), Inspec, Scopus, SCImago, DBLP, CNKI (China National Knowledge Infrastructure), CSCD (Chinese Science Citation Database), and IEEE Xplore.
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