ELECTROMAGNETIC TRANSIENT SIMULATION OF LARGE-SCALE ELECTRICAL POWER NETWORKS USING GRAPHICS PROCESSING UNITS

被引:0
|
作者
Debnath, Jayanta Kumar [1 ]
Fung, Wai-Keung [1 ]
Gole, Aniruddha M. [1 ]
Filizadeh, Shaahin [1 ]
机构
[1] Univ Manitoba, Dept Elect & Comp Engn ECE, Winnipeg, MB R3T 5V6, Canada
来源
2012 25TH IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE) | 2012年
关键词
Graphics Processing Unit; Electromagnetic Transient Simulation; GPU computing; Parallel Processing;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper electromagnetic transient (EMT) simulation of large scale power systems using graphics processing unit (GPU) based computing is demonstrated. As the size of power system networks increases, the simulation time using conventional central processing units (CPUs) based simulation increases drastically. This paper proposes a hybrid CPU-GPU environment for fast large scale power systems simulation. In this scheme the GPU is mainly deployed to perform the computationally intensive part of the simulation in parallel on its built-in multiple processing cores, and the CPU is assigned for other sequential jobs like flow control of the simulation and storing output data, etc. The GPU-based approach is used to simulate a network with 900 Buses, and it is shown that the CPU-GPU based implementation is 70 times faster than the conventional CPU-based implementations.
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页数:4
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