Short-Term Power Load Forecasting Method Based on GRU-Transformer Combined Neural Network Model

被引:0
|
作者
College of Computer and Information Engineering, Luoyang Institute of Science and Technology, Luoyang, China [1 ]
不详 [2 ]
机构
来源
J. Compt. Inf. Technol. | / 1卷 / 1-14期
关键词
This paper is supported by the Key Science and Research Projects of Henan Higher Education (Grant No.: 24B510008) and Henan Province Science and technology Development Plan Project (Grant No.: 232300420157; 232102210091; and; 232102220069);
D O I
10.20532/cit.2024.1005783
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [31] Convolutional and recurrent neural network based model for short-term load forecasting
    Eskandari, Hosein
    Imani, Maryam
    Moghaddam, Mohsen Parsa
    ELECTRIC POWER SYSTEMS RESEARCH, 2021, 195 (195)
  • [32] A Method for Power System Short-term Load Forecasting Based on Radial Basis Function Neural Network
    Zeng Linsuo
    Li Yanling
    2013 FOURTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND ENGINEERING APPLICATIONS, 2013, : 12 - 14
  • [33] A Short-Term LOAD forecasting Method Based on EEMD-LN-GRU
    Lian, Hongbo
    Wang, Shicheng
    Gao, Ning
    Qu, Fei
    Wang, HaiYang
    Xie, Chengyuan
    Yang, Bo
    2021 3RD ASIA ENERGY AND ELECTRICAL ENGINEERING SYMPOSIUM (AEEES 2021), 2021, : 666 - 673
  • [34] GMDH-type Neural Network Based Short-term Load Forecasting Method in Power System
    Bao, Yin-Yin
    Liu, Yu
    Wang, Jie-Sheng
    Wang, Ming-Wei
    IAENG International Journal of Computer Science, 2023, 50 (04)
  • [35] GRU combined model based on multi-objective optimization for short-term residential load forecasting
    Yi, Lingzhi
    Peng, Xinlong
    Fan, Chaodong
    Wang, Yahui
    Li, Yunfan
    Liu, Jiangyong
    Journal of Intelligent and Fuzzy Systems, 46 (04): : 10423 - 10440
  • [36] Short-Term Load Forecasting Based on RBF Neural Network
    Zhao, Bing
    Liang, Yue
    Gao, Xin
    Liu, Xin
    3RD ANNUAL INTERNATIONAL CONFERENCE ON INFORMATION SYSTEM AND ARTIFICIAL INTELLIGENCE (ISAI2018), 2018, 1069
  • [37] Neural Network Based Approach for Short-Term Load Forecasting
    Osman, Zainab H.
    Awad, Mohamed L.
    Mahmoud, Tawfik K.
    2009 IEEE/PES POWER SYSTEMS CONFERENCE AND EXPOSITION, VOLS 1-3, 2009, : 1162 - +
  • [38] Artificial neural network based short-term load forecasting
    Munkhjargal, S
    Manusov, VZ
    KORUS 2004, VOL 1, PROCEEDINGS, 2004, : 262 - 264
  • [39] Short-term load forecasting based on fuzzy neural network
    Wang, Cuiru
    Cui, Zhikun
    Chen, Qi
    IITA 2007: WORKSHOP ON INTELLIGENT INFORMATION TECHNOLOGY APPLICATION, PROCEEDINGS, 2007, : 335 - 338
  • [40] Short-term Load Forecasting Based on BP Neural Network
    Li Yan-bin
    Li Peng
    Li Guan-hong
    ICPOM2008: PROCEEDINGS OF 2008 INTERNATIONAL CONFERENCE OF PRODUCTION AND OPERATION MANAGEMENT, VOLUMES 1-3, 2008, : 1182 - 1186