魏震波. 复杂网络社区结构及其在电网分析中的应用研究综述[J]. 中国电机工程学报, 2015, 35(7): 1567-1577. DOI: 10.13334/j.0258-8013.pcsee.2015.07.003
引用本文: 魏震波. 复杂网络社区结构及其在电网分析中的应用研究综述[J]. 中国电机工程学报, 2015, 35(7): 1567-1577. DOI: 10.13334/j.0258-8013.pcsee.2015.07.003
WEI Zhen-bo. Overview of Complex Networks Community Structure and Its Applications in Electric Power Network Analysis[J]. Proceedings of the CSEE, 2015, 35(7): 1567-1577. DOI: 10.13334/j.0258-8013.pcsee.2015.07.003
Citation: WEI Zhen-bo. Overview of Complex Networks Community Structure and Its Applications in Electric Power Network Analysis[J]. Proceedings of the CSEE, 2015, 35(7): 1567-1577. DOI: 10.13334/j.0258-8013.pcsee.2015.07.003

复杂网络社区结构及其在电网分析中的应用研究综述

Overview of Complex Networks Community Structure and Its Applications in Electric Power Network Analysis

  • 摘要: 社区结构是许多真实复杂网络所普遍具有的一个结构特征,它的存在有着广泛而重要的实际意义。近年来,社区结构研究在生物学、社会学和计算机科学等多个领域取得了丰硕成果,已有学者将部分研究成果应用于电网分析当中,且取得了一些的积极结论。该文在概述社区结构研究在社区发现、社区演化及社区结构与网络动力学行为关系研究进展的基础上,重点分析了社区结构研究在电网结构辨识,电网分区及电网动力学行为分析及其控制中的应用;最后,结合现代电网发展需要与研究总结,展望了社区结构研究在未来电网分析中的研究方向与潜在应用价值。

     

    Abstract: As a widely existing structure characteristic of many real complex networks, community structure has an extensive and essential practical significance. In the present years, researches on community structure had yielded fruitful results in many fields such as biology, sociology, computer science, etc. Meanwhile a few scholars have applied a part of achievements to electric power network analysis and obtained some positive conclusions. Based on summaries of the current research progress including community detection, community evolution and relationship between community structure and dynamics on networks, this paper analyzed the applications in the power network researches such as structure identifying,partitioning and dynamics analysis. At last, combining demands of modern electric power network analysis and research results, the future research directions and the potential practical value of community structure are suggested.

     

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