• DocumentCode
    1764112
  • Title

    Splitting Method for Speedy Simulation of Cascading Blackouts

  • Author

    Janghoon Kim ; Bucklew, Jame A. ; Dobson, I.

  • Author_Institution
    Electr. & Comput. Eng. Dept., Univ. of Wisconsin, Madison, WI, USA
  • Volume
    28
  • Issue
    3
  • fYear
    2013
  • fDate
    Aug. 2013
  • Firstpage
    3010
  • Lastpage
    3017
  • Abstract
    Simulation of cascading blackouts poses many challenges, including fast simulation of long series of rare interactions in large grid models. The splitting method advances the simulation by stages, resampling from each stage to advance to the next stage. We apply the splitting method to the simulation of cascading blackouts to efficiently determine the probability distribution of blackout size. Testing on a blackout simulation shows that splitting can quickly compute large blackouts inaccessible to other methods.
  • Keywords
    power grids; power transmission reliability; cascading blackout simulation; grid model; power transmission system reliability; probability distribution; speedy simulation; splitting method; Computational modeling; Load modeling; Monte Carlo methods; Power system faults; Power system protection; Trajectory; Failure analysis; power transmission system reliability; probability; simulation;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2012.2231887
  • Filename
    6389740