GPU-OpenCL accelerated probabilistic power flow analysis using Monte-Carlo simulation

被引:26
作者
Abdelaziz, Morad [1 ]
机构
[1] Univ Laval, Dept Elect & Comp Engn, Quebec City, PQ, Canada
关键词
GPU; Monte-Carlo simulation; Probabilistic power flow; Renewable energy; WIND SPEEDS; SYSTEMS;
D O I
10.1016/j.epsr.2017.02.022
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper investigates the acceleration of Monte-Carlo (MC) based probabilistic power flow (PPF) analysis by exploiting the massively parallel architecture of graphics processing units (GPUs). (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:70 / 72
页数:3
相关论文
共 16 条
[1]   A Discrete Point Estimate Method for Probabilistic Load Flow Based on the Measured Data of Wind Power [J].
Ai, Xiaomeng ;
Wen, Jinyu ;
Wu, Tong ;
Lee, Wei-Jen .
IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS, 2013, 49 (05) :2244-2252
[2]  
Bagchi A., 2017, IEEE T SMAR IN PRESS
[3]   Graphics-Processing-Unit-Based Acceleration of Electromagnetic Transients Simulation [J].
Debnath, Jayanta K. ;
Gole, Aniruddha M. ;
Fung, Wai-Keung .
IEEE TRANSACTIONS ON POWER DELIVERY, 2016, 31 (05) :2036-2044
[4]   Probabilistic Power Flow Studies for Transmission Systems With Photovoltaic Generation Using Cumulants [J].
Fan, Miao ;
Vittal, Vijay ;
Heydt, Gerald Thomas ;
Ayyanar, Raja .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (04) :2251-2261
[5]   Applications and Trends of High Performance Computing for Electric Power Systems: Focusing on Smart Grid [J].
Green, Robert C., II ;
Wang, Lingfeng ;
Alam, Mansoor .
IEEE TRANSACTIONS ON SMART GRID, 2013, 4 (02) :922-931
[6]   Probabilistic Optimal Power Flow Considering Correlations of Wind Speeds Following Different Distributions [J].
Li, Yiming ;
Li, Wenyuan ;
Yan, Wei ;
Yu, Juan ;
Zhao, Xia .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2014, 29 (04) :1847-1854
[7]   Small-Signal Stability Analysis of Large Power Systems With Inclusion of Multiple Delays [J].
Milano, Federico .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (04) :3257-3266
[8]   Point estimate schemes to solve the probabilistic power flow [J].
Morales, Juan. M. ;
Perez-Ruiz, Juan. .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (04) :1594-1601
[9]   Incorporating multiple correlations among wind speeds, photovoltaic powers and bus loads in composite system reliability evaluation [J].
Qin, Zhilong ;
Li, Wenyuan ;
Xiong, Xiaofu .
APPLIED ENERGY, 2013, 110 :285-294
[10]   Probabilistic Power Flow Analysis Based on the Stochastic Response Surface Method [J].
Ren, Zhouyang ;
Li, Wenyuan ;
Billinton, Roy ;
Yan, Wei .
IEEE TRANSACTIONS ON POWER SYSTEMS, 2016, 31 (03) :2307-2315