• DocumentCode
    135119
  • Title

    How far is the GPU technology from practical power system applications?

  • Author

    Zhao Li ; Jinxiang Zhu ; Fang Yang

  • Author_Institution
    LY Grid Innovation, Menasha, WI, USA
  • fYear
    2014
  • fDate
    27-31 July 2014
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    The deployment of smart grid technologies in the large-scale power system makes its operation and control computationally intensive. One promising solution for handling the substantial computational loads is to apply the affordable high performance computation platform, such as Graphic Processing Unit (GPU). This paper evaluates the potentials and challenges of applying GPU to a commercial power system simulation and analysis software product. The results of the exploration demonstrate that GPU has significant potentials in improving the performance of realistic power system applications. However, to integrate GPU functionalities and fully unleash its powerful computation capability, the power system software requires re-architecture, which involves considerable efforts and could be the major obstacle preventing GPU from widely applications in the power industry.
  • Keywords
    graphics processing units; power system simulation; smart power grids; GPU technology; graphic processing unit; large scale power system; power system applications; smart grid technologies; Computational modeling; Graphics processing units; Load modeling; Optimization; Power grids; Runtime; Transportation; Graphic Process Unit (GPU); Smart Grid; affordable high performance computation platform; power system simulation and analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    PES General Meeting | Conference & Exposition, 2014 IEEE
  • Conference_Location
    National Harbor, MD
  • Type

    conf

  • DOI
    10.1109/PESGM.2014.6939132
  • Filename
    6939132