• DocumentCode
    1429305
  • Title

    SIMD-Based Large-Scale Transient Stability Simulation on the Graphics Processing Unit

  • Author

    Jalili-Marandi, Vahid ; Dinavahi, Venkata

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
  • Volume
    25
  • Issue
    3
  • fYear
    2010
  • Firstpage
    1589
  • Lastpage
    1599
  • Abstract
    This paper presents a single-instruction-multiple-data (SIMD) based implementation of the transient stability simulation on the Graphics Processing Unit (GPU). Two programming models to implement the standard method of the transient stability simulation are proposed and implemented on a single GPU. In the first model the CPU is responsible for part of the simulation, while the onerous computations were offloaded to the GPU, creating a hybrid GPU-CPU simulator. In the second model, the GPU performs all the computations, while the CPU simply monitors the flow of the simulation. The accuracy of the proposed methods are validated using the PSS/E software for several large test systems. A substantial increase in speed was observed for the GPU-based simulations.
  • Keywords
    coprocessors; large-scale systems; power system transient stability; SIMD; graphics processing unit; largescale transient stability simulation; single-instruction-multiple-data; Graphics processors; large-scale systems; parallel programming; power system simulation; power system transient stability;
  • fLanguage
    English
  • Journal_Title
    Power Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0885-8950
  • Type

    jour

  • DOI
    10.1109/TPWRS.2010.2042084
  • Filename
    5422731