SHORT-TERM PHOTOVOLTAIC POWER PREDICTION BASED ON LSTM MODEL

被引：0
|
作者：
Gao, Hanxu [1 ]
Yuan, Zuqing [1 ]
Zhang, Shuting [1 ]
Wang, Xiaochun [1 ]
Zhang, Hengqi [2 ]
Geng, Hua [2 ]
机构：
[1] School of Marine Science, Nanjing University of lnformation Science & Technology, Nanjing,210044, China
[2] Department of Automation, Tsinghua University, Beijing,100083, China
来源：
Taiyangneng Xuebao/Acta Energiae Solaris Sinica | / 45卷 / 06期
关键词：
Compendex;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Long short-term memory
引用
收藏
页码：376 / 381
相关论文
共 50 条
  • [1] Short-term photovoltaic power prediction based on MDCM-GA-LSTM model
    Liu, Tianze
    Liu, Shusen
    Wang, Shunjiang
    Ma, Yanjuan
    JOURNAL OF ENGINEERING-JOE, 2022, 2022 (10): : 994 - 1005
  • [2] Development of MVMD-EO-LSTM Model for a Short-Term Photovoltaic Power Prediction
    Gao, Xiaozhi
    Gao, Lichi
    Lin, Hsiung-Cheng
    Huo, Yanming
    Ren, Yaheng
    Guo, Wang
    ENERGIES, 2022, 15 (19)
  • [3] Short-Term Prediction of Photovoltaic Power Based on TCN-LSTM-Attention model and Kmeans plus
    Chen, Yuanjun
    Wu, Jingtao
    Wang, Yuee
    Liang, Bin
    Dong, Chunhui
    He, Lian
    Yu, Simiao
    2024 10TH INTERNATIONAL CONFERENCE ON POWER ELECTRONICS SYSTEMS AND APPLICATIONS, PESA 2024, 2024,
  • [4] SHORT-TERM PHOTOVOLTAIC POWER PREDICTION BASED ON TIMESTAMP FEATURE EXTRATION AND CatBoost-LSTM MODEL
    Xu H.
    Mo R.
    Xue F.
    Qin Z.
    Pan P.
    Taiyangneng Xuebao/Acta Energiae Solaris Sinica, 2024, 45 (05): : 565 - 575
  • [5] SSA-LSTM: Short-Term Photovoltaic Power Prediction Based on Feature Matching
    Huang, Zhengwei
    Huang, Jin
    Min, Jintao
    ENERGIES, 2022, 15 (20)
  • [6] Short-Term Photovoltaic Power Prediction Based on a Digital Twin Model
    Xiang, Chuan
    Li, Bohan
    Shi, Pengfei
    Yang, Tiankai
    Han, Bing
    JOURNAL OF MARINE SCIENCE AND ENGINEERING, 2024, 12 (07)
  • [7] Short-term prediction of photovoltaic power generation based on neural network prediction model
    Chai, Mu
    Liu, Zhenan
    He, Kuanfang
    Jiang, Mian
    ENERGY SCIENCE & ENGINEERING, 2023, 11 (01) : 97 - 111
  • [8] Short-term photovoltaic power forecasting based on MIE-LSTM
    Ji X.
    Li H.
    Liu S.
    Wang L.
    Li, Hui (lhbxy@bistu.edu.cn), 1600, Power System Protection and Control Press (48): : 50 - 57
  • [9] A Short-Term Photovoltaic Power Generation Forecast Method Based on LSTM
    Li, Yang
    Ye, Feng
    Liu, Zihao
    Wang, Zhijian
    Mao, Yupeng
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2021, 2021
  • [10] Short-Term Prediction of Wind Power Based on Adaptive LSTM
    Xu, Gang
    Xia, Lu
    2018 2ND IEEE CONFERENCE ON ENERGY INTERNET AND ENERGY SYSTEM INTEGRATION (EI2), 2018,
12345