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
来源：
ELECTRIC POWER SYSTEMS RESEARCH | 2017年 / 147卷
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 50 条
  • [31] Probabilistic security analysis using SOM and Monte Carlo simulation
    Kim, HC
    Singh, C
    2002 IEEE POWER ENGINEERING SOCIETY WINTER MEETING, VOLS 1 AND 2, CONFERENCE PROCEEDINGS, 2002, : 755 - 760
  • [32] GPU accelerated Monte Carlo simulation of deep penetration neutron transport
    Yang, Bo
    Lu, Kai
    Liu, Jie
    Wang, Xiaoping
    Gong, Chunye
    2012 2ND IEEE INTERNATIONAL CONFERENCE ON PARALLEL, DISTRIBUTED AND GRID COMPUTING (PDGC), 2012, : 899 - 904
  • [33] ANALYSIS OF RANDOM NUMBER GENERATORS USING MONTE-CARLO SIMULATION
    CODDINGTON, PD
    INTERNATIONAL JOURNAL OF MODERN PHYSICS C-PHYSICS AND COMPUTERS, 1994, 5 (03): : 547 - 560
  • [34] An abstract Monte-Carlo method for the analysis of probabilistic programs
    Monniaux, D
    ACM SIGPLAN NOTICES, 2001, 36 (03) : 93 - 101
  • [35] Uncertainty analysis in probabilistic design of detention rockfill dams using Monte-Carlo simulation model and probabilistic frequency analysis of stability factors
    Mohammad Mehdi Riyahi
    Hossien Riahi-Madvar
    Environmental Science and Pollution Research, 2023, 30 : 28035 - 28052
  • [36] Uncertainty analysis in probabilistic design of detention rockfill dams using Monte-Carlo simulation model and probabilistic frequency analysis of stability factors
    Riyahi, Mohammad Mehdi
    Riahi-Madvar, Hossien
    ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH, 2023, 30 (10) : 28035 - 28052
  • [37] Prostate Brachytherapy Optimization Using GPU Accelerated Simulated Annealing and Monte Carlo Dose Simulation
    Mountris, Konstantinos A.
    Bert, Julien
    Visvikis, Dimitris
    2016 IEEE NUCLEAR SCIENCE SYMPOSIUM, MEDICAL IMAGING CONFERENCE AND ROOM-TEMPERATURE SEMICONDUCTOR DETECTOR WORKSHOP (NSS/MIC/RTSD), 2016,
  • [38] Probabilistic Reanalysis Using Monte Carlo Simulation
    Nikolaidis, Efstratios
    Saleem, Sirine
    Farizal
    Zhang, Geng
    Mourelatos, Zissimos P.
    SAE INTERNATIONAL JOURNAL OF MATERIALS AND MANUFACTURING, 2009, 1 (01) : 22 - 35
  • [39] FAST MONTE-CARLO SIMULATION USING A SUPERCOMPUTER
    HIDAKA, T
    HASEGAWA, S
    IDA, Y
    NEC RESEARCH & DEVELOPMENT, 1987, (85): : 23 - 28
  • [40] GPU-Accelerated Algorithm for Online Probabilistic Power Flow
    Zhou, Gan
    Bo, Rui
    Chien, Lungsheng
    Zhang, Xu
    Yang, Shengchun
    Su, Dawei
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2018, 33 (01) : 1132 - 1135
12345