LSTM Power Load Peak Prediction Method Based on Bayesian Network

被引:0
|
作者
Sun, Liyuan [1 ]
Ai, Yuan [1 ]
Zhang, Yiming [1 ]
Ren, Jianyu [1 ]
机构
[1] Yunnan Power Grid Co., Ltd, China Southern Power Grid Co., Ltd, Kunming,650200, China
来源
Engineering Intelligent Systems | 2024年 / 32卷 / 02期
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
页码:149 / 158
相关论文
共 50 条
  • [1] Residential High-Power Load Prediction Based on Optimized LSTM Network
    Ma, Yutong
    Tang, Ye
    Li, Bin
    Qi, Bing
    2020 INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND COMPUTER ENGINEERING (ICAICE 2020), 2020, : 538 - 541
  • [2] Research on Peak Load Prediction of Distribution Network Lines Based on Prophet-LSTM Model
    Chen, Zhoufan
    Wang, Congmin
    Lv, Longjin
    Fan, Liangzhong
    Wen, Shiting
    Xiang, Zhengtao
    SUSTAINABILITY, 2023, 15 (15)
  • [3] Power Transformer Operating State Prediction Method Based on an LSTM Network
    Song, Hui
    Dai, Jiejie
    Luo, Lingen
    Sheng, Gehao
    Jiang, Xiuchen
    ENERGIES, 2018, 11 (04)
  • [4] Multi-feature Short-Term Power Load Prediction Method Based on Bidirectional LSTM Network
    Wang, Xiaodong
    Liu, Jing
    Huang, Xiaoguang
    Zhang, Linyu
    Cui, Yingbao
    ADVANCES IN NATURAL COMPUTATION, FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, ICNC-FSKD 2022, 2023, 153 : 293 - 303
  • [5] Electric Power Load Forecasting Based on Multivariate LSTM Neural Network Using Bayesian Optimization
    Munem, Mohammad
    Bashar, T. M. Rubaith
    Roni, Mehedi Hasan
    Shahriar, Munem
    Shawkat, Tasnim Binte
    Rahaman, Habibur
    2020 IEEE ELECTRIC POWER AND ENERGY CONFERENCE (EPEC), 2020,
  • [6] Long-term prediction method of reactive load based on LSTM neural network
    Liu, Xingwei
    Fan, Shixiong
    Qin, Jiaqi
    Liu, Yan
    Wang, Wei
    FOURTH INTERNATIONAL CONFERENCE ON ENERGY ENGINEERING AND ENVIRONMENTAL PROTECTION, 2020, 467
  • [7] A Network Traffic Prediction Method Based on LSTM
    WANG Shihao
    ZHUO Qinzheng
    YAN Han
    LI Qianmu
    QI Yong
    ZTE Communications, 2019, 17 (02) : 19 - 25
  • [8] Prediction method of wind power output based on a Bayes-LSTM network
    Chen F.
    Yu Y.
    Xu J.
    Yang J.
    Chen K.
    Zhang T.
    Guo L.
    Zheng Z.
    Hu P.
    Dianli Xitong Baohu yu Kongzhi/Power System Protection and Control, 2023, 51 (06): : 170 - 178
  • [9] Prediction Method for Power Transformer Running State Based on LSTM_DBN Network
    Lin, Jun
    Su, Lei
    Yan, Yingjie
    Sheng, Gehao
    Xie, Da
    Jiang, Xiuchen
    ENERGIES, 2018, 11 (07):
  • [10] Dynamic vehicle load identification method based on LSTM network
    Lu Z.
    Dongming F.
    Gang W.
    Dongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Southeast University (Natural Science Edition), 2023, 53 (02): : 187 - 192