An ICSI-based PMU Data Recovering Method

被引:0
|
作者
Yang, Zhiwei [1 ]
Liu, Hao [1 ]
Bi, Tianshu [1 ]
Yang, Qixun [1 ]
Xue, Ancheng [1 ]
机构
[1] North China Elect Power Univ, State Key Lab Alternate Elect Power Syst Renewabl, Beijing 102206, Peoples R China
基金
中国国家自然科学基金;
关键词
Data loss; data recovery; improved Cubic Spline Interpolation; Phasor measurement units (PMUs); power system;
D O I
暂无
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
With the increasing developments of renewable sources and DC transmission lines, the real time monitoring and the close-loop control based on phasor measurement units (PMUs) become an ultimate key point in e power grids. However, the PMUs data loss issue affects the applications based on PMUs a lot. A ICSI-based PMU data recovering method is proposed in this paper. To simply the issue, the PMUs data loss was classified into two different scenarios. A combination of the preferred selection strategies is proposed. Then the loss data is recovered by the function of spline interpolation. The proposed methodology has been tested using artificial data and field data obtained from on-site PMUs. The results demonstrate that the proposed method provides a computationally simple, elegant solution to the data loss issue. And it is much better than other methods if missing data are massive and continuous. This paper also reveals the interesting direction for future work
引用
收藏
页数:5
相关论文
共 50 条
  • [1] A PMU data recovering method based on preferred selection strategy
    Zhiwei Yang
    Hao Liu
    Tianshu Bi
    Qixun Yang
    Ancheng Xue
    Global Energy Interconnection, 2018, 1 (01) : 63 - 69
  • [2] A PMU Data Recovery Method Based on Singular Value Decomposition
    Yang Z.
    Liu H.
    Bi T.
    Yang Q.
    Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2020, 40 (03): : 812 - 820
  • [3] An Alternating Direction Method of Multipliers Based Approach for PMU Data Recovery
    Liao, Mang
    Shi, Di
    Yu, Zhe
    Yi, Zhehan
    Wang, Zhiwei
    Xiang, Yingmeng
    IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (04) : 4554 - 4565
  • [4] The Test Equation Method for Linear State Estimation Based on PMU Data
    Kolosok, Irina
    Korkina, Elena
    Buchinsky, Evgeny
    2014 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC), 2014,
  • [5] Wavelet-Based Event Detection Method Using PMU Data
    Kim, Do-In
    Chun, Tae Yoon
    Yoon, Sung-Hwa
    Lee, Gyul
    Shin, Yong-June
    IEEE TRANSACTIONS ON SMART GRID, 2017, 8 (03) : 1154 - 1162
  • [6] Parameter estimation method of distribution network based on PMU measurement data
    Hou, Yanruo
    Fang, Tianyu
    Shi, Fang
    Zhang, Hengxu
    2020 5TH ASIA CONFERENCE ON POWER AND ELECTRICAL ENGINEERING (ACPEE 2020), 2020, : 1620 - 1625
  • [7] A data-driven fault location method in distribution network based on PMU data
    Fang, Jian
    Wang, Hongbin
    Yang, Fan
    Wang, Yong
    Yin, Kuang
    He, Jiaxing
    Lin, Xiang
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2022, 17 (03) : 325 - 334
  • [8] A Comprehensive Method of Recovering Electricity Stealing Based on Data Mining
    Jin Tingchao
    Wang Jianbo
    Cheng Shuya
    Cai Hui
    Xie Yue
    Wang Ying
    6TH INTERNATIONAL CONFERENCE ON ADVANCES IN ENERGY RESOURCES AND ENVIRONMENT ENGINEERING, 2021, 647
  • [9] An adaptive PMU missing data recovery method
    Yang, Zhiwei
    Liu, Hao
    Bi, Tianshu
    Li, Zikang
    Yang, Qixun
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2020, 116
  • [10] Continuous Bad Data Detection Method for PMU Based on Local Outlier Factor
    Liu, Hao
    Zhu, Shijia
    Bi, Tianshu
    Dianli Xitong Zidonghua/Automation of Electric Power Systems, 2022, 46 (01): : 25 - 32