DocumentCode :
2023168
Title :
Large-scale transient stability simulation of electrical power systems on parallel GPUs
Author :
Jalili-Marandi, V. ; Zhiyin Zhou ; Dinavahi, V.
Author_Institution :
OPAL-RT Technol. Inc., Montreal, QC, Canada
fYear :
2012
fDate :
22-26 July 2012
Firstpage :
1
Lastpage :
11
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 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. Multi-threaded 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 9984 buses and 2560 synchronous generators all modeled in detail resulting in matrices that are larger than 20000×20000.
Keywords :
Newton-Raphson method; graphics processing units; matrix algebra; multi-threading; power engineering computing; power system transient stability; synchronous generators; Newton-Raphson method; coarse-grained algorithm-level parallelism; electrical power systems; fine-grained data-parallelism; full Newton iteration; instantaneous relaxation based parallel processing technique; large-scale transient stability simulation; massively parallel architecture; multiple graphic processing units; multithreaded parallel programming; parallel GPU; sparse LU based linear solver; synchronous generators; Computational modeling; Graphics processing units; Mathematical model; Power system stability; Stability analysis; Transient analysis; Graphics processors; instantaneous relaxation; large-scale systems; multiple GPUs; newton-raphson method; parallel multi-threaded programming; power system simulation; power system transient stability; sparse direct solvers;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Power and Energy Society General Meeting, 2012 IEEE
Conference_Location :
San Diego, CA
ISSN :
1944-9925
Print_ISBN :
978-1-4673-2727-5
Electronic_ISBN :
1944-9925
Type :
conf
DOI :
10.1109/PESGM.2012.6343968
Filename :
6343968
Link To Document :
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