Application of Centrality Measures of Complex Network Framework in Power Grid

被引:0
|
作者
Nasiruzzaman, A. B. M. [1 ]
Pota, H. R. [1 ]
Mahmud, M. A. [1 ]
机构
[1] Univ New S Wales, Sch Engn & Informat Technol, Australian Def Force Acad UNSW ADFA, Canberra, ACT 2600, Australia
来源
IECON 2011: 37TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY | 2011年
关键词
degree centrality; closeness centrality; betweenness centrality;
D O I
暂无
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The classical definitions of various centrality measures are modified to incorporate electrical parameters of the power grid. In this paper three distinct measures of centrality are presented and they are described with suitable examples. The usefulness of these measures are described. Various standard test systems are simulated to find critical nodes of the system. Complex network is a new area of research in power system. Simulation of several systems suggests that the definitions proposed in this paper can be used as a standard.
引用
收藏
页数:6
相关论文
共 50 条
  • [1] Discriminating Power of Centrality Measures in Complex Networks
    Bao, Qi
    Zhang, Zhongzhi
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (11) : 12583 - 12593
  • [2] Recognition and Vulnerability Analysis of Key Nodes in Power Grid Based on Complex Network Centrality
    Liu, Bin
    Li, Zhen
    Chen, Xi
    Huang, Yuehui
    Liu, Xiangdong
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS, 2018, 65 (03) : 346 - 350
  • [3] Electrical Centrality Measures for Electric Power Grid Vulnerability Analysis
    Wang, Zhifang
    Scaglione, Anna
    Thomas, Robert J.
    49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, : 5792 - 5797
  • [4] Centrality fingerprints for power grid network growth models
    Gurfinkel, Aleks Jacob
    Silva, Daniel A.
    Rikvold, Per Arne
    PROCEEDINGS OF THE 28TH WORKSHOP ON COMPUTER SIMULATION STUDIES IN CONDENSED MATTER PHYSICS (CSP2015), 2015, 68 : 52 - 55
  • [5] A Distributed Power Managing Method based on Power Grid Network Centrality
    Shibata, Daichi
    Ito, Takayuki
    2017 IEEE INTERNATIONAL CONFERENCE ON AGENTS (ICA), 2017, : 66 - 71
  • [6] Complex Network Framework Based Dependency Matrix of Electric Power Grid
    Nasiruzzaman, A. B. M.
    Pota, H. R.
    Islam, F. R.
    2011 AUSTRALASIAN UNIVERSITIES POWER ENGINEERING CONFERENCE (AUPEC), 2011,
  • [7] Application of Complex Network Centrality in Logistics Distribution Networks
    Kong, Feng
    Chen, Ning
    INTERNATIONAL CONFERENCE ON EDUCATION AND MANAGEMENT SCIENCE (ICEMS 2014), 2014, : 297 - 301
  • [8] Centrality Measures in Telecommunication Network
    He, Baozhu
    He, Zhen
    ADVANCED RESEARCH ON ELECTRONIC COMMERCE, WEB APPLICATION, AND COMMUNICATION, PT 2, 2011, 144 : 337 - 343
  • [9] The Power Grid as a complex network: A survey
    Pagani, Giuliano Andrea
    Aiello, Marco
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2013, 392 (11) : 2688 - 2700
  • [10] Power grid complex network evolutions for the smart grid
    Pagani, Giuliano Andrea
    Aiello, Marco
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 396 : 248 - 266