• DocumentCode
    1389793
  • Title

    Large-Scale Transient Stability Simulation of Electrical Power Systems on Parallel GPUs

  • Author

    Jalili-Marandi, Vahid ; Zhou, Zhiyin ; Dinavahi, Venkata

  • Author_Institution
    OPAL-RT Technol. Inc., Montreal, QC, Canada
  • Volume
    23
  • Issue
    7
  • fYear
    2012
  • fDate
    7/1/2012 12:00:00 AM
  • Firstpage
    1255
  • Lastpage
    1266
  • Abstract
    This paper proposes large-scale transient stability simulation based on the massively parallel architecture of multiple graphics processing units (GPUs). A robust and efficient instantaneous relaxation (IR)-based parallel processing technique which features implicit integration, full Newton iteration, and sparse LU-based linear solver is used to run the multiple GPUs simultaneously. This implementation highlights the combination of coarse-grained algorithm-level parallelism with fine-grained data-parallelism of the GPUs to accelerate large-scale transient stability simulation. Multithreaded parallel programming makes the entire implementation highly transparent, scalable, and efficient. Several large test systems are used for the simulation with a maximum size of 9,984 buses and 2,560 synchronous generators all modeled in detail resulting in matrices that are larger than 20, 000 × 20, 000.
  • Keywords
    Newton-Raphson method; graphics processing units; multi-threading; parallel architectures; power system simulation; power system transient stability; synchronous generators; IR-based parallel processing technique; coarse-grained algorithm-level parallelism; electrical power systems; fine-grained data-parallelism; full Newton iteration; implicit integration; instantaneous relaxation-based parallel processing technique; large-scale transient stability simulation; multiple graphics processing units; multithreaded parallel programming; parallel GPU; parallel architecture; sparse LU-based linear solver; synchronous generators; Graphics processing unit; Mathematical model; Parallel processing; Power system stability; Stability analysis; Transient analysis; Graphics processors; Newton-Raphson method; instantaneous relaxation; large-scale systems; multiple GPUs; parallel multithreaded programming; power system simulation; power system transient stability; sparse direct solvers.;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2011.291
  • Filename
    6095532