• DocumentCode
    2245880
  • Title

    Simulation of large-scale electrical power networks on graphics processing units

  • Author

    Debnath, Jayanta Kumar ; Fung, Wai-Keung ; Gole, Aniruddha M. ; Filizadeh, Shaahin

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Manitoba, Winnipeg, MB, Canada
  • fYear
    2011
  • fDate
    3-5 Oct. 2011
  • Firstpage
    199
  • Lastpage
    204
  • Abstract
    In this paper suitability of applying graphics processing unit (GPU) based computing for electromagnetic transient (EMT) simulation of large scale power systems is demonstrated. As the network size increases there is a corresponding increase in simulation time with conventional central processing unit (CPU) based simulation tools. The paper shows that with a hybrid environment consisting of CPUs and GPUs, simulation time is much less compared to the CPU-only implementations. In this scheme the GPU is mainly used to do the computationally intensive part of the simulation in parallel on its built-in multiple processing cores, and the CPU is assigned for updating history terms and flow control of the simulation. The GPU-based approach is used to simulate a network with 117 nodes, and it is shown that the CPU-GPU based implementation takes less than half of the time taken by the CPU-only implementation of the simulation.
  • Keywords
    EMTP; distribution networks; transmission networks; built-in multiple processing cores; electromagnetic transient simulation; flow control; graphics processing units; hybrid environment; large scale power systems; large-scale electrical power networks; Admittance; Central Processing Unit; Computational modeling; Graphics processing unit; Instruction sets; Mathematical model; Power systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical Power and Energy Conference (EPEC), 2011 IEEE
  • Conference_Location
    Winnipeg, MB
  • Print_ISBN
    978-1-4577-0405-5
  • Type

    conf

  • DOI
    10.1109/EPEC.2011.6070195
  • Filename
    6070195