DocumentCode
135119
Title
How far is the GPU technology from practical power system applications?
Author
Zhao Li ; Jinxiang Zhu ; Fang Yang
Author_Institution
LY Grid Innovation, Menasha, WI, USA
fYear
2014
fDate
27-31 July 2014
Firstpage
1
Lastpage
5
Abstract
The deployment of smart grid technologies in the large-scale power system makes its operation and control computationally intensive. One promising solution for handling the substantial computational loads is to apply the affordable high performance computation platform, such as Graphic Processing Unit (GPU). This paper evaluates the potentials and challenges of applying GPU to a commercial power system simulation and analysis software product. The results of the exploration demonstrate that GPU has significant potentials in improving the performance of realistic power system applications. However, to integrate GPU functionalities and fully unleash its powerful computation capability, the power system software requires re-architecture, which involves considerable efforts and could be the major obstacle preventing GPU from widely applications in the power industry.
Keywords
graphics processing units; power system simulation; smart power grids; GPU technology; graphic processing unit; large scale power system; power system applications; smart grid technologies; Computational modeling; Graphics processing units; Load modeling; Optimization; Power grids; Runtime; Transportation; Graphic Process Unit (GPU); Smart Grid; affordable high performance computation platform; power system simulation and analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
PES General Meeting | Conference & Exposition, 2014 IEEE
Conference_Location
National Harbor, MD
Type
conf
DOI
10.1109/PESGM.2014.6939132
Filename
6939132
Link To Document