Short-term load forecasting based on wavelet decomposition, fuzzy gray correlation clustering and BP neural network

被引:0
|
作者
Zhang, Ping [1 ]
Pan, Xueping [1 ]
Xue, Wenchao [1 ]
机构
[1] College of Energy and Electrical Engineering, Hohai University, Nanjing 210098, China
关键词
Efficiency index - Forecasting accuracy - Forecasting methods - Gray correlation - High frequency components - Load forecasting - Neural network model - Short term load forecasting;
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:121 / 125
相关论文
共 50 条
  • [31] A Short-Term Load Forecasting Method Based on RBF Neural Network and Fuzzy Reasoning
    Lu, Yun
    Huang, Yinuo
    FUZZY INFORMATION AND ENGINEERING, VOLUME 2, 2009, 62 : 1131 - +
  • [32] Research on the short-term agricultural electric load forecasting of wavelet neural network
    Zhang, Qian
    COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE, VOL 2, 2008, 259 : 737 - 745
  • [33] Short-term power load forecasting based on BAT-BP neural network model
    Di, Jian
    Yao, Tao
    PROCEEDINGS OF THE 2016 4TH INTERNATIONAL CONFERENCE ON MECHANICAL MATERIALS AND MANUFACTURING ENGINEERING (MMME 2016), 2016, 79 : 172 - 177
  • [34] The Application of the Pso Based BP Network in Short-Term Load Forecasting
    Pian Zhaoyu
    Li Shengzhu
    Zhang Hong
    Zhang Nan
    2010 INTERNATIONAL CONFERENCE ON COMMUNICATION AND VEHICULAR TECHNOLOGY (ICCVT 2010), VOL II, 2010, : 106 - 109
  • [35] The Application of the Pso Based BP Network in Short-Term Load Forecasting
    Pian Zhaoyu
    Li Shengzhu
    Zhang Hong
    Zhang Nan
    INTERNATIONAL CONFERENCE ON APPLIED PHYSICS AND INDUSTRIAL ENGINEERING 2012, PT A, 2012, 24 : 626 - 632
  • [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 Data Decomposition and Dynamic Correlation
    Wang, Min
    Zuo, Fanglin
    Wu, Chao
    Yu, Zixuan
    Chen, Yuan
    Wang, Huilin
    IEEE ACCESS, 2023, 11 : 107297 - 107308
  • [40] Combining fuzzy clustering and improved long short-term memory neural networks for short-term load forecasting
    Liu, Fu
    Dong, Tian
    Liu, Qiaoliang
    Liu, Yun
    Li, Shoutao
    ELECTRIC POWER SYSTEMS RESEARCH, 2024, 226