Cellular Computational Networks for Distributed Prediction of Active Power Flow in Power Systems under Contingency

被引:0
|
作者
Wu, Lili [1 ,2 ]
Venayagamoorthy, Ganesh K. [1 ,3 ]
Gao, Jinfeng [2 ]
机构
[1] Clemson Univ, Holcombe Dept Elect & Comp Engn, Real Time Power & Intelligent Syst Lab, Clemson, SC 29634 USA
[2] Zhengzhou Univ, Sch Elect Engn, Zhengzhou, Peoples R China
[3] Univ KwaZulu Natal, Eskom Ctr Excellence HVDC Engn, Durban, South Africa
基金
美国国家科学基金会;
关键词
active power flow power system; contingency; Cellular Computational Networks; distributed prediction;
D O I
10.1109/isgteurope.2019.8905569
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
In this study, Cellular Computational Networks (CCNs) are used for distributed prediction of active power flows in a power system. A prediction correction algorithm is applied locally with the CCNs to improve the accuracy of the distributed prediction. In order to show the advantages of the proposed method, both actual system operating state and single line contingency are tested using CCN based active power flow distributed prediction model. The distributed prediction model is illustrated for different time steps. Results show that the CCN based distributed prediction model can predict the active power flow of transmission line with sufficient accuracy under both normal system operation and contingencies.
引用
收藏
页数:5
相关论文
共 50 条
  • [1] Cellular Computational Network for Distributed Power Flow Inferencing in Electric Distribution Systems
    Dharmawardena, Hasala
    Venayagamoorthy, Ganesh K.
    2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [2] Cellular Computational Networks based Voltage Contingency Ranking Regarding Power System Security
    Wu, Lili
    Venayagamoorthy, Ganesh K.
    Harley, Ronald G.
    Gao, Jinfeng
    2018 CLEMSON UNIVERSITY POWER SYSTEMS CONFERENCE (PSC), 2018,
  • [3] Power flow algorithm and practical contingency analysis for distribution systems with distributed generation
    Liu, Bo
    Zhang, Yan
    EUROPEAN TRANSACTIONS ON ELECTRICAL POWER, 2009, 19 (06): : 880 - 889
  • [4] Distributed Power Control with Active Cell Protection in Future Cellular Systems
    Ren, Zhe
    Jaeger, Markus
    Stanczak, Slawomir
    Fertl, Peter
    2015 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2015, : 3352 - 3357
  • [5] A Distributed Power Saving Algorithm for Cellular Networks
    Viering, Ingo
    Peltomaki, Matti
    Tirkkonen, Olav
    Alava, Mikko
    Waldhauser, Richard
    SELF-ORGANIZING SYSTEMS, PROCEEDINGS, 2009, 5918 : 232 - +
  • [6] Contingency Analysis of Power Systems with Artificial Neural Networks
    Schaefer, Florian
    Menke, Jan-Hendrik
    Braun, Martin
    2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CONTROL, AND COMPUTING TECHNOLOGIES FOR SMART GRIDS (SMARTGRIDCOMM), 2018,
  • [7] Distributed pushdown automata systems:: Computational power
    Csuhaj-Varjú, E
    Mitrana, V
    Vaszil, G
    DEVELOPMENTS IN LANGUAGE THEORY, PROCEEDINGS, 2003, 2710 : 218 - 229
  • [8] Power Flow Management in Active Networks
    Nguyen, P. H.
    Kling, W. L.
    Myrzik, J. M. A.
    2009 IEEE BUCHAREST POWERTECH, VOLS 1-5, 2009, : 1957 - 1962
  • [9] Distributed power control in CDMA cellular systems
    El-Osery, A
    Abdallah, C
    IEEE ANTENNAS AND PROPAGATION MAGAZINE, 2000, 42 (04) : 152 - 159
  • [10] Power control in distributed cooperative OFDMA cellular networks
    Pischella, Mylene
    Belfiore, Jean-Claude
    IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, 2008, 7 (05) : 1900 - 1906