CloudPSS: A high-performance power system simulator based on cloud computing

被引：30
|
作者：
Song, Yankan [1 ,2 ]
Chen, Ying [1 ,2 ]
Yu, Zhitong [1 ]
Huang, Shaowei [1 ,2 ]
Shen, Chen [1 ,2 ]
机构：
[1] Tsinghua Univ, Res Ctr Cloud Simulat & Intelligent Decis Making, EIRI, Chengdu 610000, Peoples R China
[2] Tsinghua Univ, Dept Elect Engn, Beijing 100084, Peoples R China
来源：
ENERGY REPORTS | 2020年 / 6卷
基金：
中国国家自然科学基金;
关键词：
Cloud computing; Electromagnetic transients simulation; GPU; Power system; Parallel computing;
D O I：
10.1016/j.egyr.2020.12.028
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
With the increasing computations in power system simulations, high-performance and cost-effective power system simulator is highly required. In this paper, a cloud-computing based power system simulator, namely CloudPSS, is designed. Based on an open service integrating framework, a self-developed electromagnetic transients (EMT) simulator with an automatic code generator is provided to accelerate EMT simulations using heterogeneous computing devices in the cloud, such as CPU and GPU. Test results show that the CloudPSS platform can achieve significant speedups for both large-scale simulation tasks and multi-scenario tasks. Moreover, benefit from the time-sharing of cloud computing resources, the computational cost can be greatly reduced. (C) 2020 TheAuthors. Published by Elsevier Ltd.
引用
收藏
页码：1611 / 1618
页数：8
相关论文
共 50 条
  • [1] Cloud Computing based High-performance Platform in Enabling Scalable Services in Power System
    Deng, Chuang
    Liu, Junyong
    Liu, Yang
    Yu, Zhen
    [J]. 2016 12TH INTERNATIONAL CONFERENCE ON NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY (ICNC-FSKD), 2016, : 2200 - 2203
  • [2] Retraction Note: Simulator considering modeling and performance evaluation for high-performance computing of collaborative-based mobile cloud infrastructure
    Hyun-Woo Kim
    Jungho Kang
    Young-Sik Jeong
    [J]. The Journal of Supercomputing, 2023, 79 : 5837 - 5837
  • [3] RETRACTED ARTICLE: Simulator considering modeling and performance evaluation for high-performance computing of collaborative-based mobile cloud infrastructure
    Hyun-Woo Kim
    Jungho Kang
    Young-Sik Jeong
    [J]. The Journal of Supercomputing, 2019, 75 : 4459 - 4471
  • [4] Serverless High-Performance Computing over Cloud
    Petrosyan, Davit
    Astsatryan, Hrachya
    [J]. CYBERNETICS AND INFORMATION TECHNOLOGIES, 2022, 22 (03) : 82 - 92
  • [5] Confidential High-Performance Computing in the Public Cloud
    Chen, Keke
    [J]. IEEE INTERNET COMPUTING, 2023, 27 (01) : 24 - 32
  • [6] GPGPU based job scheduling simulator for hybrid high-performance computing systems
    Skrinarova, Jarmila
    Povinsky, Michal
    [J]. 2015 IEEE 13TH INTERNATIONAL SCIENTIFIC CONFERENCE ON INFORMATICS, 2015, : 269 - 274
  • [7] Utilizing the power of high-performance computing
    Liu, WH
    Prasanna, VK
    [J]. IEEE SIGNAL PROCESSING MAGAZINE, 1998, 15 (05) : 85 - 100
  • [8] High performance system based on Cloud and beyond: Jungle Computing
    Tychalas, Dimitrios
    Karatza, Helen
    [J]. JOURNAL OF COMPUTATIONAL SCIENCE, 2017, 22 : 131 - 147
  • [9] Modeling and Simulation of Hybrid AC-DC System on a Cloud Computing Based Simulation Platform - CloudPSS
    Liu, Ye
    Song, Yankan
    Yu, Zhitong
    Shen, Chen
    Chen, Ying
    [J]. 2018 2ND IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2018,
  • [10] A system architecture supporting high-performance and cloud computing in an academic consortium environment
    Oberg, Michael
    Woitaszek, Matthew
    Voran, Theron
    Tufo, Henry M.
    [J]. COMPUTER SCIENCE-RESEARCH AND DEVELOPMENT, 2011, 26 (3-4): : 317 - 324
12345