• DocumentCode
    166496
  • Title

    Monitoring for Power-Line Change and Outage Detection in Smart Grid via the Alternating Direction Method of Multipliers

  • Author

    Liang Zhao ; Wen-Zhan Song ; Lang Tong ; Yuan Wu

  • Author_Institution
    Dept. of Comput. Sci., Georgia State Univ. Atlanta, Atlanta, GA, USA
  • fYear
    2014
  • fDate
    13-16 May 2014
  • Firstpage
    342
  • Lastpage
    346
  • Abstract
    A novel distributed line outage detection algorithm was developed in this paper through convex relaxation and alternating direction method of multipliers (ADMM) method for smart grid system. The devised approach allows identification of multiple line outages using limited number of PMU measurements. The diagnosis procedure is performed close to the place where PMU measurements are collected and only partial variable estimates are exchanged among the neighbours of processors. It is shown that the proposed method outperforms the existing methods, which are either suffering from computational complexity or security and privacy issues. Numerical tests demonstrated the merits of the proposed schemes in co-ordinately figuring out multiple line outages in the system.
  • Keywords
    computational complexity; multiplying circuits; phasor measurement; power cables; power system reliability; smart power grids; PMU measurements; alternating direction method; computational complexity; convex relaxation; distributed line outage detection; multipliers; partial variable estimates; power line change monitoring; privacy issue; processors; security issue; smart grid; Change detection algorithms; Covariance matrices; Educational institutions; Phasor measurement units; Smart grids; Vectors; Alternating direction method of multipliers; Convex optimization; Distributed computing; Line outage detection; Smart Grid;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Information Networking and Applications Workshops (WAINA), 2014 28th International Conference on
  • Conference_Location
    Victoria, BC
  • Print_ISBN
    978-1-4799-2652-7
  • Type

    conf

  • DOI
    10.1109/WAINA.2014.60
  • Filename
    6844661