Construction of a smart grid load forecasting platform based on clustering algorithm

被引:0
|
作者
Wang, Tao [1 ]
Qiu, Longgang [1 ]
Jiang, Guangji [1 ]
Ping, Yuan [1 ]
Huang, Shuai [1 ]
Zhu, Xiaoying [1 ]
机构
[1] State Grid Anhui Electric Power Co., LTD., Huainan Power Supply Company, Anhui, Huainan,232007, China
关键词
23;
D O I
10.2478/amns.2023.1.00367
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Clustering Analysis of Power Load Forecasting based on Improved Ant Colony Algorithm
    Li, Wei
    Han, Zhu-hua
    Li, Feng
    [J]. 2008 7TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION, VOLS 1-23, 2008, : 7492 - +
  • [32] A proposed intelligent short-term load forecasting hybrid models of ANN, WNN and KF based on clustering techniques for smart grid
    Aly, Hamed H. H.
    [J]. ELECTRIC POWER SYSTEMS RESEARCH, 2020, 182
  • [33] Application of a Load Forecasting Model Based on Improved Grey Neural Network in the Smart Grid
    Tang, Na
    Zhang, De-Jiang
    [J]. PROCEEDINGS OF INTERNATIONAL CONFERENCE ON SMART GRID AND CLEAN ENERGY TECHNOLOGIES (ICSGCE 2011), 2011, 12
  • [34] Short-Term Load Forecasting in Smart Grid: A Combined CNN and K-Means Clustering Approach
    Dong, Xishuang
    Qian, Lijun
    Huang, Lei
    [J]. 2017 IEEE INTERNATIONAL CONFERENCE ON BIG DATA AND SMART COMPUTING (BIGCOMP), 2017, : 119 - 125
  • [35] Deterioration of Electrical Load Forecasting Models in a Smart Grid Environment
    Azeem, Abdul
    Ismail, Idris
    Jameel, Syed Muslim
    Romlie, Fakhizan
    Danyaro, Kamaluddeen Usman
    Shukla, Saurabh
    [J]. SENSORS, 2022, 22 (12)
  • [36] An Expert Committee Evaluation for Load Forecasting in a Smart Grid Environment
    Boutsika, Th.
    Sideratos, G.
    Ikonomopoulos, A.
    [J]. 3RD INTERNATIONAL CONGRESS ON ENERGY EFFICIENCY AND ENERGY RELATED MATERIALS (ENEFM2015), 2017,
  • [37] The Review of Demand Side Management and Load Forecasting in Smart Grid
    Zhao, Haifan
    Tang, Zhaohui
    [J]. PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 625 - 629
  • [38] Load forecasting, dynamic pricing and DSM in smart grid: A review
    Khan, Ahsan Raza
    Mahmood, Anzar
    Safdar, Awais
    Khan, Zafar A.
    Khan, Naveed Ahmed
    [J]. RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2016, 54 : 1311 - 1322
  • [39] Differentially Private Deep Learning for Load Forecasting on Smart Grid
    Soykan, Elif Ustundag
    Bilgin, Zeki
    Ersoy, Mehmet Aldf
    Tomur, Emrah
    [J]. 2019 IEEE GLOBECOM WORKSHOPS (GC WKSHPS), 2019,
  • [40] A Clustering Algorithm for the DAP Placement Problem in Smart Grid
    Wang, Guodong
    Zhao, Yanxiao
    Ying, Yulong
    Huang, Jun
    Winter, Robb M.
    [J]. ADVANCED HYBRID INFORMATION PROCESSING, 2018, 219 : 349 - 359