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
Link To Document