Wind power short term forecasting based on back propagation neural network

被引:0
|
作者
Wang, Shenghui [1 ]
Liu, Xiaonan [1 ]
Jin, Yuexin [1 ]
Qu, Keding [2 ]
机构
[1] Shenyang Institute of Engineering, Shenyang, China
[2] NorthEast China Grid Company Limited, Shenyang, China
来源
International Journal of Smart Home | 2015年 / 9卷 / 07期
关键词
Neural networks - Backpropagation - Weather forecasting - MATLAB;
D O I
10.14257/ijsh.2015.9.7.24
中图分类号
学科分类号
摘要
引用
收藏
页码:231 / 240
相关论文
共 50 条
  • [1] A Robust Algorithm for Wind Power Forecasting Based on Projection Pursuit and Back Propagation Neural Network
    Liu, Wenxia
    Li, Yingzhi
    ADVANCES IN ENERGY SCIENCE AND TECHNOLOGY, PTS 1-4, 2013, 291-294 : 429 - 434
  • [2] Ultra-Short Term Wind Power Forecasting Based on LSTM Neural Network
    Li, Jiateng
    Geng, Duo
    Zhang, Pei
    Meng, Xiangfei
    Liang, Zhifeng
    Fan, Gaofeng
    PROCEEDINGS OF 2019 IEEE 3RD INTERNATIONAL ELECTRICAL AND ENERGY CONFERENCE (CIEEC), 2019, : 1815 - 1818
  • [3] Convolutional Neural Network for Short-term Wind Power Forecasting
    Solas, Margarida
    Cepeda, Nuno
    Viegas, Joaquim L.
    PROCEEDINGS OF 2019 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES EUROPE (ISGT-EUROPE), 2019,
  • [4] Forecasting of Power in Wind Energy Based on Back Propagation Algorithm in Neural Networks
    Ramaswamy, Swaroop
    PROCEEDINGS 2019 AMITY INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE (AICAI), 2019, : 461 - 464
  • [5] Short-term power load forecasting by neural network with stochastic back-propagation learning algorithm
    Hwang, RC
    Huang, HC
    Hsieh, JG
    2000 IEEE POWER ENGINEERING SOCIETY WINTER MEETING - VOLS 1-4, CONFERENCE PROCEEDINGS, 2000, : 1790 - 1795
  • [6] Short-term wind power forecasting based on similar days and artificial neural network
    Meng, Yangyang
    Lu, Jiping
    Sun, Huali
    Pan, Xue
    Gao, Daochun
    Liao, Yong
    Dianwang Jishu/Power System Technology, 2010, 34 (12): : 163 - 167
  • [7] Short-term wind power forecasting using wavelet-based neural network
    Abhinav, Rishabh
    Pindoriya, Naran M.
    Wu, Jianzhong
    Long, Chao
    PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON APPLIED ENERGY, 2017, 142 : 455 - 460
  • [8] Short-Term Forecasting of Wind Turbine Power Generation Based on Genetic Neural Network
    Xin Weidong
    Liu Yibing
    Li Xingpei
    2010 8TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2010, : 5943 - 5946
  • [9] Short-term Load Forecasting Study of Wind Power Based on Elman Neural Network
    Tian, Xinran
    Yu, Jing
    Long, Teng
    Liu, Jicheng
    SEVENTH INTERNATIONAL CONFERENCE ON ELECTRONICS AND INFORMATION ENGINEERING, 2017, 10322
  • [10] Short-term Wind Power Forecasting Based on Spatial Correlation and Artificial Neural Network
    Chen, Qin
    Folly, Komla
    2020 INTERNATIONAL SAUPEC/ROBMECH/PRASA CONFERENCE, 2020, : 208 - 213