Application of Big Data in Smart Grid

被引:12
|
作者
Lai, Chun Sing [1 ]
Lai, Loi Lei [2 ]
机构
[1] Univ Oxford, Engn Sci, Oxford OX1 2JD, England
[2] State Grid Energy Res Inst, Beijing, Peoples R China
关键词
Big data; smart grid; CLASSIFICATION; INFORMATION; CHALLENGES; MANAGEMENT;
D O I
10.1109/SMC.2015.126
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the state-of-the-art of big data is reviewed. Challenges, opportunities and tools will be discussed. Some emerging technologies will be looked to promote big data applications. The applications of big data in smart grid in some countries will be summarized too.
引用
收藏
页码:665 / 670
页数:6
相关论文
共 50 条
  • [1] Clustering Application for Streaming Big Data in Smart Grid
    Banga, Alisha
    Sinha, Amrita
    [J]. PROCEEDINGS OF THE 2018 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), 2018, : 1051 - 1054
  • [2] Power big data research and application in smart grid
    Zhang, Su-xiang
    Zhao, Bing-zhen
    Zhang, Dong
    Cao, Jin-ping
    Han, Lu
    [J]. WIRELESS COMMUNICATION AND SENSOR NETWORK, 2016, : 890 - 897
  • [3] Overview of Big Data in Smart Grid
    Shobol, Abdulfetah
    Ali, Mbarak Hamid
    Wadi, Mohammed
    Tur, Mehmet Rida
    [J]. 2019 8TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA 2019), 2019, : 1022 - 1025
  • [4] Big Data for Smart Grid Operation in Smart Cities
    Nandury, Satyanarayana V.
    Begum, Beneyaz A.
    [J]. 2017 2ND IEEE INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, SIGNAL PROCESSING AND NETWORKING (WISPNET), 2017, : 1507 - 1511
  • [5] WIRELESS BIG DATA COMPUTING IN SMART GRID
    Wang, Kun
    Wang, Yunqi
    Hu, Xiaoxuan
    Sun, Yanfei
    Deng, Der-Jiunn
    Vinel, Alexey
    Zhang, Yan
    [J]. IEEE WIRELESS COMMUNICATIONS, 2017, 24 (02) : 58 - 64
  • [6] The Role of Big Data on Smart Grid Transition
    The-Hien Dang-Ha
    Olsson, Roland
    Wang, Hao
    [J]. 2015 IEEE INTERNATIONAL CONFERENCE ON SMART CITY/SOCIALCOM/SUSTAINCOM (SMARTCITY), 2015, : 33 - 39
  • [7] Enabling the Big Data Analysis in the Smart Grid
    Luo, Fengji
    Dong, Zhao Yang
    Zhao, Junhua
    Zhang, Xin
    Kong, Weicong
    Chen, Yingying
    [J]. 2015 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2015,
  • [8] Distributed Big Data Management in Smart Grid
    Ahsan, Umar
    Bais, Abdul
    [J]. 2017 26TH WIRELESS AND OPTICAL COMMUNICATION CONFERENCE (WOCC), 2017,
  • [9] Big Data Issues in Smart Grid Systems
    Sagiroglu, Seref
    Terzi, Ramazan
    Canbay, Yavuz
    Colak, Ilhann
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2016, : 1007 - 1012
  • [10] Big data issues in smart grid - A review
    Tu, Chunming
    He, Xi
    Shuai, Zhikang
    Jiang, Fei
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2017, 79 : 1099 - 1107