A Grid-Wide Comprehensive Evaluation Method of Power Quality Based on Complex Network Theory

被引:0
|
作者
Xiang, Yang [1 ,2 ]
Lin, Yan [3 ]
Zhang, Yan [4 ]
Lan, Jinchen [3 ]
Hao, Meimei [4 ]
Wang, Lianhui [4 ]
Wang, Jiang [1 ,2 ]
Qin, Liang [1 ,2 ]
机构
[1] Hubei Key Lab Power Equipment & Syst Secur Integra, Wuhan 430072, Peoples R China
[2] Wuhan Univ, Sch Elect Engn & Automat, Wuhan 430072, Peoples R China
[3] State Grid Fujian Elect Power Co Ltd, Elect Power Res Inst, Fuzhou 350007, Peoples R China
[4] State Grid Fujian Elect Power Co Ltd, Fuzhou 350007, Peoples R China
关键词
complex network theory; grid-wide power quality; improved GRA-ANP method; comprehensive weight; VIKOR method;
D O I
10.3390/en17133193
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
To achieve a hierarchical and quantitative evaluation of grid-wide power quality in the distribution network, reflecting the overall power quality level of the distribution network, a comprehensive evaluation method for power quality in a grid-wide system based on complex network theory is proposed. Firstly, based on the propagation characteristics of power quality disturbances, a power quality evaluation index system is constructed. Secondly, to reflect the constraint effect of the local power quality level of nodes on the overall power quality level of the distribution system, corresponding indices such as improved node degree, improved node electrical betweenness, and node self-healing capability are proposed based on complex network theory, and the power quality influence degree of nodes is calculated. Then, the GRA-ANP (Grey Relational Analysis-Analytic Network Process) subjective weight calculation method is improved by introducing grey relational analysis to address the impact of differences in different decision-making results. Based on power quality monitoring data, the entropy weight method is used for objective weighting. To avoid the partiality of a single weight evaluation result, the game equilibrium algorithm is employed to calculate the comprehensive weight of each power quality index. Subsequently, considering the correlation and dependency among indices, the VIKOR (VIseKriterijumska Optimizacija I Kompromisno Resenje) method is used to obtain the power quality grade of each node. Combining this with the calculation of the power quality influence degree of nodes, the overall power quality grade of the distribution network is determined, achieving a hierarchical and quantitative evaluation of power quality in the entire distribution system. Finally, through a case study analysis of an improved 13-node distribution network, it is verified that the proposed method can fully extract data information and produce comprehensive and accurate power quality assessment results by comparing it with other methods. This provides strong support for the safe and stable operation of the distribution system and the subsequent optimization and management of power quality.
引用
收藏
页数:18
相关论文
共 50 条
  • [1] Analysis and comprehensive assessment method of power quality in advanced distribution networks based on complex network theory
    Zheng, Jieyun
    Chen, Ruochen
    Zhang, Zhanghuang
    Wei, Xin
    Xue, Jingwei
    [J]. Frontiers in Energy Research, 2024, 12
  • [2] Power Grid Partition Method for Black Start Based On Complex Network Theory
    Xu Fubin
    Zhang He
    Li Run
    Cai Jian
    [J]. 2018 2ND INTERNATIONAL CONFERENCE ON POWER AND ENERGY ENGINEERING (ICPEE 2018), 2018, 192
  • [3] Comprehensive evaluation of regional power grid power quality based on stepwise scatter degree method
    Ouyang Sen
    Liu Yang
    Liao Yijian
    Liu Bo
    [J]. 2011 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2011,
  • [4] A Power Grid Comprehensive Evaluation Based on BP Neural Network
    Hu, Ximin
    Pei, Zhi
    Zhang, Yuhang
    Yao, Lixiao
    [J]. 2016 INTERNATIONAL CONFERENCE ON POWER ENGINEERING & ENERGY, ENVIRONMENT (PEEE 2016), 2016, : 81 - 90
  • [5] Analysis of new method on power quality comprehensive evaluation for regional grid
    Liu, Ying-Ying
    Xu, Yong-Hai
    Xiao, Xiang-Ning
    [J]. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2008, 28 (22): : 130 - 136
  • [6] Design and evaluation of a decentralized system for Grid-wide fairshare scheduling
    Elmroth, E
    Gardfjäll, P
    [J]. FIRST INTERNATIONAL CONFERENCE ON E-SCIENCE AND GRID COMPUTING, PROCEEDINGS, 2005, : 221 - 229
  • [7] Power Grid Vulnerability Identifying Based on Complex Network Theory
    Guo, Yifei
    Duan, Rong
    Cao, Jin
    Li, Sheng
    [J]. PROCEEDINGS OF THE 2012 SECOND INTERNATIONAL CONFERENCE ON INSTRUMENTATION & MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2012), 2012, : 474 - 477
  • [8] Vulnerability Assessment of Power Grid Based on Complex Network Theory
    Xu, Shouzhi
    Zhou, Huan
    Li, Chengxia
    Yang, Xiaomei
    [J]. 2009 ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), VOLS 1-7, 2009, : 1087 - 1090
  • [9] Power quality comprehensive evaluation based on the clustering method
    Jiang, De-Long
    Wang, Ke-Wen
    Yang, Ping
    Cui, Wei
    [J]. Jiang, D.-L. (terrific117@163.com), 1600, Power System Protection and Control Press (40): : 105 - 111
  • [10] Review of large power grid vulnerability based on complex network theory
    Chen C.-Y.
    Zhou Y.
    Chi M.
    Wang B.-H.
    [J]. Kongzhi yu Juece/Control and Decision, 2022, 37 (04): : 782 - 798