Evaluation of Operation State of Power Grid Based on Random Matrix Theory and Qualitative Trend Analysis

被引:3
|
作者
Yang, Jie [1 ]
Sun, Weiqing [1 ]
Ma, Meiling [1 ]
机构
[1] Univ Shanghai Sci & Technol, Coll Mech Engn, Dept Elect Engn, Shanghai 200093, Peoples R China
关键词
bulk power grids; stable operation of power grid; big data; random matrix theory; qualitative trend analysis; FAULT-DIAGNOSIS; SMART GRIDS;
D O I
10.3390/en16062855
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
Bulk power grid interconnection and the access of various smart devices make the current grid highly complex. Timely and accurately identifying the power grid operation state is crucial for monitoring the operation stability of the power grid. For this purpose, an evaluation method of the power grid operation state based on random matrix theory and qualitative trend analysis is proposed. This method constructs two evaluation indicators based on the operation data of the power grid, which cannot only find out whether the current state of the power grid is stable but can also find out whether there is a bad operation trend in the current power grid. Compared with the traditional method, this method analyzes the power grid's operation state from the big data perspective. It does not need to consider the complex network structure and operation mechanism of the actual power grid. Finally, the effectiveness and feasibility of the method are verified by the simulations of the IEEE 118-bus system.
引用
收藏
页数:16
相关论文
共 50 条
  • [31] Evaluation of Power Grid Data Quality Based on State Estimation Results
    Bao, Fujun
    Wang, Miao
    Li, Qiang
    Wang, Lei
    Ma, Xiaochen
    PROCEEDINGS OF THE 2015 INTERNATIONAL FORUM ON ENERGY, ENVIRONMENT SCIENCE AND MATERIALS, 2015, 40 : 385 - 391
  • [32] Power grid analysis using random walks
    Qian, HF
    Nassif, SR
    Sapatnekar, SS
    IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2005, 24 (08) : 1204 - 1224
  • [33] Power communication system operation risk evaluation based on credibility theory
    Meng, Yu
    Mou, Yong
    Zhang, Yu
    ADVANCES IN ENERGY SCIENCE AND EQUIPMENT ENGINEERING, 2015, : 2157 - 2161
  • [34] Analysis of power system operation state based on adequacy and security
    Ding, Ming
    Li, Sheng-Hu
    Wu, Hong-Bin
    Wang, Min
    Wang, Xing-Qiang
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2004, 24 (04): : 43 - 49
  • [35] An Evaluation Method of Grid Operation Benefit based on Operation Data
    Liu, Yufang
    Ma, Qian
    Niu, Wenjuan
    Wu, Chen
    Liu, Yunyang
    Wang, Xinyue
    4TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2019, 237
  • [36] Detection of a Signal in Colored Noise: A Random Matrix Theory Based Analysis
    Chamain, Lahiru D.
    Dharmawansa, Prathapasinghe
    Atapattu, Saman
    Tellambura, Chintha
    2019 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM), 2019,
  • [37] Analysis of urban human mobility behavior based on random matrix theory
    Xu Zan-Xin
    Wang Yue
    Si Hong-Bo
    Feng Zhen-Ming
    ACTA PHYSICA SINICA, 2011, 60 (04)
  • [38] Fast Confidence Evaluation of Operation Mode of Power Grid Based on Gaussian Process Regression
    Liu J.
    Liu Y.
    Qiu G.
    Wang J.
    Ding M.
    Liu J.
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2022, 46 (11): : 181 - 190
  • [39] Risk analysis based comparative research on operation modes of Tianjin power grid
    Kang, W. (kw_tju@126.com), 1600, Power System Technology Press (36):
  • [40] Assessment of Interconnected Power Grid Operation Security Based on Grey Correlation Analysis
    Liu, Xiaofei
    Wang, Qi
    Wang, Tianzheng
    Zhang, Laifu
    2013 3RD INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS, COMMUNICATIONS AND NETWORKS (CECNET), 2013, : 174 - 177