An Analytical Method for Mapping Alarm Information to Model of Power Grid Fault Diagnosis

被引:12
|
作者
Zhang, Xu [1 ]
Wei, Juan [2 ]
Yue, Shuai [1 ]
Zha, Xiaobing [1 ]
机构
[1] North China Elect Power Univ, Sch Elect & Elect Engn, Beijing 102206, Peoples R China
[2] Hunan Univ, Coll Elect & Informat Engn, Changsha 410082, Hunan, Peoples R China
基金
中国国家自然科学基金;
关键词
power grid fault diagnosis; associated alarm information; automatic modeling; EMS; fault diagnosis model; ARTIFICIAL NEURAL-NETWORK; SECTION ESTIMATION; SYSTEM; SUBSTATIONS; KNOWLEDGE;
D O I
10.1002/tee.22635
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
Online fault diagnosis systems have recently been applied in power grids. However, the complex modeling and high-quality requirements for power grid fault diagnosis have restricted the wide application of online systems. This paper proposes an automatic method for mapping alarm information to a fault diagnosis model. First, we automatically extract the basic logic variables from the alarm information. These can be used in power grid fault diagnoses by employing a key character-matching algorithm. We then build the associative relationship between electrical devices and circuit breakers based on connection analysis. Finally, an associative matrix of all electrical devices is designed to express the cooperative relationship between different devices in a fault event based on the short-circuit power mark. Based on these modules, cause-effect events expressing the associated relationship between alarms are established according to the protection configuration principle and protective relay setting principle. Expressing the associated relationship between alarms according to the logical requirements of a fault diagnosis model enables the automatic mapping from alarm information to fault diagnosis model to be realized. The validity of the proposed method for online fault diagnosis is verified using a real fault case that occurred in a power grid. (C) 2018 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
引用
下载
收藏
页码:823 / 830
页数:8
相关论文
共 50 条
  • [1] An analytic alarm information method for power grid fault diagnosis
    Zhang, Xu, 1600, Chinese Society for Electrical Engineering (34):
  • [2] Research on Power Grid Fault Diagnosis Based on a Quantitative Representation of Alarm Information
    Zhang, Xu
    Du, Mingxuan
    Wang, Yixian
    Zhang, Huiting
    Guo, Yun
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 70 (09) : 9582 - 9592
  • [3] Optimal model of power grid fault diagnosis considering reliability of protection and circuit breaker alarm information
    Chen J.
    Zhang Y.
    Huang G.
    Hao J.
    Huang T.
    Huang C.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2021, 49 (04): : 28 - 36
  • [4] Power Grid Fault Diagnosis Based on Fault Information Coding and Fusion Method
    Zhao, Jinyong
    Wei, Yanfei
    Liu, Jie
    Wei, Shutong
    Wang, Zhongguo
    Ke, Yang
    Deng, Xiangli
    2018 2ND IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2018,
  • [5] Complete Analytical Model Based Armored Power Grid Fault Diagnosis
    Wang Dazhi
    Wang Ling
    Shi Jiaqi
    Jiang Xuechen
    PROCEEDINGS 2013 INTERNATIONAL CONFERENCE ON MECHATRONIC SCIENCES, ELECTRIC ENGINEERING AND COMPUTER (MEC), 2013, : 3475 - 3478
  • [6] A Power Grid Fault Diagnosis Method in the Case of Alarm Information Loss Based on the Top-k Skyline Query Algorithm
    Jin, Lei
    Chen, Qing
    Ji, Jinjie
    Zhou, Xiaotong
    ENERGIES, 2021, 14 (19)
  • [7] A Novel Reduced-Order Analytical Fault Diagnosis Model for Power Grid
    Lin, Zhuonan
    Wang, Yongxing
    Xu, Haoqian
    Wei, Fanrong
    IEEE ACCESS, 2024, 12 : 59521 - 59532
  • [8] An analytic model for power network fault diagnosis with the temporal information of alarm messages taken into account
    South China University of Technology, Guangzhou 510640, China
    不详
    Dianli Xitong Zidonghue, 2008, 22 (26-31):
  • [9] An Analytic Model for Fault Diagnosis in Power Systems Utilizing Redundancy and Temporal Information of Alarm Messages
    Zhang, Yan
    Chung, Chi Yung
    Wen, Fushuan
    Zhong, Jinyuan
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (06) : 4877 - 4886
  • [10] Fault diagnosis of power grid based on fault recorder sequential information
    Department of Electrical Engineering, Shanghai Jiaotong University, Shanghai 200240, China
    不详
    Dianli Xitong Baohu yu Kongzhi, 17 (114-119):