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

被引:58
|
作者
Jalili-Marandi, Vahid [1 ]
Zhou, Zhiyin [2 ]
Dinavahi, Venkata [2 ]
机构
[1] OPAL RT Technol Inc, Montreal, PQ H3K 1G6, Canada
[2] Univ Alberta, Dept Elect & Comp Engn, Edmonton, AB T6G 2V4, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
Graphics processors; instantaneous relaxation; large-scale systems; multiple GPUs; Newton-Raphson method; parallel multithreaded programming; power system simulation; power system transient stability; sparse direct solvers; ALGORITHMS; GRAPHICS; IMPLEMENTATION; COMPUTATIONS;
D O I
10.1109/TPDS.2011.291
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
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 x 20,000.
引用
收藏
页码:1255 / 1266
页数:12
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