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
Link To Document :
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