Optimization model for resources allocation of cloud computations in active distribution networks

被引：0
|
作者：
Cao, Zijian [1 ]
Lin, Jin [1 ]
Song, Yonghua [1 ]
机构：
[1] State Key Lab of Control and Simulation of Power Systems and Generation Equipment, Department of Electrical Engineering, Tsinghua University, Haidian District, Beijing,100084, China
来源：
Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering | 2014年 / 34卷 / 19期
关键词：
With high penetration of controllable equipments and monitoring devices; such as distributed generations; electric vehicles; smart meters and phasor measurement units (PMU); the requirements of active distribution networks for information and computation technology (ICT) resources are growing rapidly. As a novel mode to supply ICT resources; cloud computing has many advantages over traditional ICT resources allocation schemes. This paper investigated the pricing mechanisms of cloud resources providers; and classified distribution network applications by considering the characteristics of the way in which those applications occupy the ICT resources. Based on the pricing strategy and classification; an optimization model for resources allocation of cloud computations in active distribution networks was proposed. At last; a case was analyzed to demonstrate the potential ability of cloud computing to reduce the investment of ICT resources and achieve computation resources complementarity in active distribution networks. ©2014 Chinese Society for Electrical Engineering;
D O I：
10.13334/j.0258-8013.pcsee.2014.19.001
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：3043 / 3049
相关论文
共 50 条
  • [31] Multi-objective Optimization Approach for Allocation and Sizing of Distributed Energy Resources Preserving the Protection Scheme in Distribution Networks
    Renato S. F. Ferraz
    Rafael S. F. Ferraz
    Augusto C. Rueda–Medina
    Journal of Control, Automation and Electrical Systems, 2023, 34 : 1080 - 1092
  • [32] Multi-objective Optimization Approach for Allocation and Sizing of Distributed Energy Resources Preserving the Protection Scheme in Distribution Networks
    Ferraz, Renato S. F.
    Ferraz, Rafael S. F.
    Rueda-Medina, Augusto C. C.
    JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2023, 34 (05) : 1080 - 1092
  • [33] Efficient optimization technique for multiple DG allocation in distribution networks
    Selim, Ali
    Kamel, Salah
    Jurado, Francisco
    APPLIED SOFT COMPUTING, 2020, 86 (86)
  • [34] Multi-stage Coordinated Robust Optimization for Soft Open Point Allocation in Active Distribution Networks with PV
    Anqi Tao
    Niancheng Zhou
    Yuan Chi
    Qianggang Wang
    Guangde Dong
    JournalofModernPowerSystemsandCleanEnergy, 2023, 11 (05) : 1553 - 1563
  • [35] Multi-stage Coordinated Robust Optimization for Soft Open Point Allocation in Active Distribution Networks with PV
    Tao, Anqi
    Zhou, Niancheng
    Chi, Yuan
    Wang, Qianggang
    Dong, Guangde
    JOURNAL OF MODERN POWER SYSTEMS AND CLEAN ENERGY, 2023, 11 (05) : 1553 - 1563
  • [36] Allocation of Frequency Control Reserve from Aggregated Resources of Active Distribution Systems
    Kalantar-Neyestanaki, Mohsen
    Bozorg, Mokhtar
    Sossan, Fabrizio
    Cherkaoui, Rachid
    2018 POWER SYSTEMS COMPUTATION CONFERENCE (PSCC), 2018,
  • [37] A novel bi-level programming model for cloud logistics resources allocation
    Zhou, Fu-Li
    He, Yan-Dong
    Deng, Lei
    Wang, Min
    Journal of Computers (Taiwan), 2019, 30 (06) : 16 - 30
  • [38] Optimal Distribution of CNN Computations on Edge and Cloud
    Leroy, Paul Albert
    Goedeme, Toon
    ICAART: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON AGENTS AND ARTIFICIAL INTELLIGENCE - VOL 2, 2021, : 604 - 613
  • [39] Multi-Objective Optimization for Resource Allocation in Vehicular Cloud Computing Networks
    Wei, Wenting
    Yang, Ruying
    Gu, Huaxi
    Zhao, Weike
    Chen, Chen
    Wan, Shaohua
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (12) : 25536 - 25545
  • [40] Joint Optimization of Communication Latency and Resource Allocation in Cloud Radio Access Networks
    Mharsi, Niezi
    Hadji, Makhlouf
    2018 INTERNATIONAL CONFERENCE ON SMART COMMUNICATIONS IN NETWORK TECHNOLOGIES (SACONET), 2018, : 13 - 18
12345