A vulnerable points identification method based on complex network theory and an operation index

被引:0
|
作者
Xie L. [1 ]
Li Y. [1 ]
Luo L. [1 ]
Zeng X. [2 ]
Cao Y. [1 ]
机构
[1] College of Electrical and Information Engineering, Hunan University, Changsha
[2] College of Electrical and Information Engineering, Changsha University of Science and Technology, Changsha
关键词
Complex network; Node betweenness; Spectral radius; Voltage over-limits; Vulnerable points identification;
D O I
10.19783/j.cnki.pspc.210390
中图分类号
学科分类号
摘要
There are shortcomings in the existing vulnerable points identification method for a power system, where the node characteristics, mutual influences of power transmission between nodes and the node voltage constraints are insufficiently considered. Thus a novel vulnerable point identification method based on a complex network combination and an operation index is proposed. First, from the analysis of power system topology, line parameters, power flow and operating parameters characters, a node degree index based on Laplacian spectral radius, node betweenness index and voltage over-limits index is established. Then, to obtain the combination index, which is applied to identify the vulnerable points for the power grid, the combination weighting method is used to assign complex network and operation indicator weightings. Finally, IEEE30 and IEEE118 bus systems are used to verify the proposed method's feasibility and rationality. The results show that compared with the reference method, the proposed method's identification results are more reasonable and have greater relevance for a power system. © 2022 Power System Protection and Control Press.
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页码:83 / 91
页数:8
相关论文
共 32 条
  • [1] YIN Xianggen, CHEN Qingqiang, WANG Bo, Vulnerability assessment system of complicated power system based on four-level set model, Transactions of China Electrotechnical Society, 28, 1, pp. 225-233, (2013)
  • [2] LIU Meijun, LIU Jilong, LI Huaqiang, Et al., Critical node identification of power grid considering voltage level, Electric Power Automation Equipment, 39, 3, pp. 51-57, (2019)
  • [3] FAN W, LIAO Y., Wide area measurements based fault detection and location method for transmission lines, Protection and Control of Modern Power Systems, 4, 1, pp. 53-64, (2019)
  • [4] MUNIAPPAN M., A comprehensive review of DC fault protection methods in HVDC transmission systems, Protection and Control Modern Power Systems, 6, 1, pp. 1-20, (2021)
  • [5] WANG Tao, YUE Xianlong, GU Xueping, Comprehensive evaluation of power grid vulnerability based on hesitant fuzzy decision making method, Power System Technology, 41, 7, pp. 2272-2281, (2017)
  • [6] LIU Youbo, LIU Junyong, WANG Minkun, Fast assessment method for transient vulnerability of transmission lines based on kinetic energy injection betweenness, Proceedings of the CSEE, 31, 13, pp. 40-47, (2011)
  • [7] WANG Tao, LIU Yumeng, GU Xueping, Et al., Vulnerable lines identification of power grid based on cascading fault space-time graph, Proceedings of the CSEE, 39, 20, pp. 5962-5972, (2019)
  • [8] WANG Bo, WANG Jiali, LIU Dichen, Et al., Research on evaluating vulnerability of power network based on high-dimensional random matrix theory, Proceedings of the CSEE, 39, 6, pp. 1682-1691, (2019)
  • [9] LI Changchao, KANG Zhongjian, YU Hongguo, Et al., Identification method of key nodes in power system based on improved PageRank algorithm, Transactions of China Electrotechnical Society, 34, 9, pp. 1952-1959, (2019)
  • [10] NI Lianghua, WEN Jiayan, ZHANG Xiaolian, Et al., Critical lines identification in power grid based on vulnerability of line under impact and disconnection consequence, Power System Protection and Control, 48, 1, pp. 81-87, (2020)