Decentralized Fault Detection of Multiple Cyber Attacks in Power Network via Kalman Filter

被引:0
|
作者
Irita, Takashi [1 ]
Namerikawa, Toru [1 ]
机构
[1] Keio Univ, Sch Integrated Design Engn, Fac Sci & Technol, Tokyo, Kanagawa, Japan
关键词
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper discusses faults diagnosis method of multiple cyber attacks in networked electrical power systems. We deal with a power network of a centralized system, and then, some parameters are estimated by Kalman filter. Using a sensor network system, each of sensor nodes can exchange information by wireless communication. A fault diagnosis method is proposed by using both fault detection diagnosis matrix and fault distinction matrix. The former is composed of estimated values and observed values. On the other hand, the latter is composed of observed values and calculated values via the senor network. Finally, the effectiveness of the proposed approach is validated by a simulation experiment.
引用
收藏
页码:3180 / 3185
页数:6
相关论文
共 50 条
  • [1] Sensor Fault Detection in a Distributed Power System via Decentralized Kalman Filters
    Nezhad, Hadis Saadati
    Ramezani, Amin
    Sardashti, Abolghasem
    Moradmand, Anahita
    2019 6TH INTERNATIONAL CONFERENCE ON CONTROL, INSTRUMENTATION AND AUTOMATION (ICCIA), 2019, : 278 - +
  • [2] Fault detection filter design for networked systems with cyber attacks
    Dai, Shifang
    Zha, Lijuan
    Liu, Jinliang
    Xie, Xiangpeng
    Tian, Engang
    APPLIED MATHEMATICS AND COMPUTATION, 2022, 412
  • [3] Fault detection filter design for networked systems with cyber attacks
    Dai, Shifang
    Zha, Lijuan
    Liu, Jinliang
    Xie, Xiangpeng
    Tian, Engang
    APPLIED MATHEMATICS AND COMPUTATION, 2022, 412
  • [4] Adaptive distributed Kalman-like filter for power system with cyber attacks
    Yang, Jun
    Zhang, Wen-An
    Guo, Fanghong
    AUTOMATICA, 2022, 137
  • [5] A decentralized fault detection filter
    Chung, WH
    Speyer, JL
    Chen, RH
    JOURNAL OF DYNAMIC SYSTEMS MEASUREMENT AND CONTROL-TRANSACTIONS OF THE ASME, 2001, 123 (02): : 237 - 247
  • [6] A decentralized fault detection filter
    Chung, WH
    Speyer, JL
    PROCEEDINGS OF THE 1998 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1998, : 2017 - 2021
  • [7] Adaptive Kalman filter and neural network based high impedance fault detection in power distribution networks
    Samantaray, S. R.
    Dash, P. K.
    Upadhyay, S. K.
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2009, 31 (04) : 167 - 172
  • [8] Kalman Filter Application to Symmetrical Fault Detection during Power Swing
    Khodaparast, J.
    da Silva, F. Faria
    Khederzadeh, M.
    Bak, C. Leth
    2016 51ST INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE (UPEC), 2016,
  • [9] Detection of Attacks in Smart Grids via Extended Kalman Filter and Correlation Analysis
    Sawodny, Julia
    Riedel, Oliver
    Namerikawa, Toru
    2020 59TH ANNUAL CONFERENCE OF THE SOCIETY OF INSTRUMENT AND CONTROL ENGINEERS OF JAPAN (SICE), 2020, : 663 - 669
  • [10] IMPROVEMENT OF POWER ANALYSIS ATTACKS USING KALMAN FILTER
    Souissi, Youssef
    Guilley, Sylvain
    Danger, Jean-luc
    Mekki, Sami
    Duc, Guillaume
    2010 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, 2010, : 1778 - 1781