DocumentCode
2245880
Title
Simulation of large-scale electrical power networks on graphics processing units
Author
Debnath, Jayanta Kumar ; Fung, Wai-Keung ; Gole, Aniruddha M. ; Filizadeh, Shaahin
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Manitoba, Winnipeg, MB, Canada
fYear
2011
fDate
3-5 Oct. 2011
Firstpage
199
Lastpage
204
Abstract
In this paper suitability of applying graphics processing unit (GPU) based computing for electromagnetic transient (EMT) simulation of large scale power systems is demonstrated. As the network size increases there is a corresponding increase in simulation time with conventional central processing unit (CPU) based simulation tools. The paper shows that with a hybrid environment consisting of CPUs and GPUs, simulation time is much less compared to the CPU-only implementations. In this scheme the GPU is mainly used to do the computationally intensive part of the simulation in parallel on its built-in multiple processing cores, and the CPU is assigned for updating history terms and flow control of the simulation. The GPU-based approach is used to simulate a network with 117 nodes, and it is shown that the CPU-GPU based implementation takes less than half of the time taken by the CPU-only implementation of the simulation.
Keywords
EMTP; distribution networks; transmission networks; built-in multiple processing cores; electromagnetic transient simulation; flow control; graphics processing units; hybrid environment; large scale power systems; large-scale electrical power networks; Admittance; Central Processing Unit; Computational modeling; Graphics processing unit; Instruction sets; Mathematical model; Power systems;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical Power and Energy Conference (EPEC), 2011 IEEE
Conference_Location
Winnipeg, MB
Print_ISBN
978-1-4577-0405-5
Type
conf
DOI
10.1109/EPEC.2011.6070195
Filename
6070195
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