Analysis of the network structure characteristics of virtual power plants based on a complex network

被引:4
|
作者
Meng, Yue [1 ]
Zhang, Hongli [1 ]
Fan, Wenhui [2 ]
机构
[1] Xinjiang Univ Urumqi, Coll Elect Engn, Urumqi, Xinjiang, Peoples R China
[2] Tsinghua Univ, Dept Automat, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
ENERGY MANAGEMENT;
D O I
10.1016/j.epsr.2021.107717
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
The topology of the virtual power plant (VPP) operation control mode is the basic theoretical framework for studying some complex problems of VPP systems. Aiming to solve the problem that three classical VPP operation control methods cannot effectively deal with deliberate attacks, a VPP operation control structure with strong survivability is proposed. In order to analyse the invulnerability of the network diagram models of three VPP operation control modes, the characteristic parameters of different network models are compared based on the complex network (CN) theory, and a new VPP operation network model is proposed, which can quickly and comprehensively analyse the VPP structure without relying on various operating states of VPP. Finally, considering the node degree, node betweenness, and edge betweenness, it is verified that the proposed VPP operation control structure has good survivability and can effectively deal with deliberate attacks.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Highway network structure characteristics based on complex network theory
    Deng, Ya-Juan
    Yang, Yun-Feng
    Ma, Rong-Guo
    Zhongguo Gonglu Xuebao/China Journal of Highway and Transport, 2010, 23 (01): : 98 - 104
  • [2] Analysis of the Characteristics of Cross-Border Power Trade Network Based on Complex Network Theory
    Fan, Kai
    Fu, Rong
    PROCEEDINGS OF 2019 INTERNATIONAL FORUM ON SMART GRID PROTECTION AND CONTROL (PURPLE MOUNTAIN FORUM), VOL I, 2020, 584 : 965 - 976
  • [3] Vulnerability analysis of power grid structure based on complex network theory
    Yang, Zhichun
    Min, Huaidong
    Zhao, Jie
    Dong, Xuzhu
    Yang, Fan
    Wang, Chenhao
    Zhang, Nan
    Frontiers in Energy Research, 2024, 12
  • [4] Hierarchical Ecological Network Structure Based on Complex Network Analysis
    Wang G.
    Yu Q.
    Yang D.
    Zhang Q.
    Yue D.
    Liu J.
    Nongye Jixie Xuebao/Transactions of the Chinese Society for Agricultural Machinery, 2019, 50 (07): : 258 - 266and312
  • [5] Virtual Network Embedding Based on Complex Network Theory
    Ge, Junwei
    Yuan, Ruizhi
    Fang, Yiqiu
    PROCEEDINGS OF THE 2016 3RD INTERNATIONAL CONFERENCE ON MATERIALS ENGINEERING, MANUFACTURING TECHNOLOGY AND CONTROL, 2016, 67 : 455 - 458
  • [6] The Vulnerability of the Power Grid Structure: A System Analysis Based on Complex Network Theory
    Xie, Banghua
    Tian, Xiaoge
    Kong, Liulin
    Chen, Weiming
    SENSORS, 2021, 21 (21)
  • [7] Graph structure analysis based on complex network
    Tang, Jin
    Jiang, Bo
    Chang, Chin-Chen
    Luo, Bin
    DIGITAL SIGNAL PROCESSING, 2012, 22 (05) : 713 - 725
  • [8] Analysis of complex network characteristics based on quasi-steady PTDF for power system
    Su, Huiling
    Li, Yang
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2013, 33 (09): : 47 - 53
  • [9] Power network robustness analysis based on electrical engineering and complex network theory
    Zhou, Dongyue
    Hu, Funian
    Wang, Shuliang
    Chen, Jun
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2021, 564
  • [10] Robustness analysis of power system based on a complex network
    Zhou D.
    Hu F.
    Chen J.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2021, 49 (01): : 72 - 80