Load Prediction in Electrical Networks using LSTM

被引:0
|
作者
Felix, Francisco [1 ]
Leyva, Nestor [1 ]
Urias, Oscar [1 ]
Medrano, Manuel [1 ]
Rodriguez, Hector [1 ]
Flores, Juan [2 ]
机构
[1] Tecnol Nacl Mexico, Div Estudios Posgrad & Invest, Campus Culiacan, Culiacan, Sinaloa, Mexico
[2] Univ Michoacana, Div Estudios Posgrad, Fac Ingn Elect, Morelia, Michoacan, Mexico
关键词
D O I
10.1109/ENC53357.2021.9534794
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
引用
收藏
页数:6
相关论文
共 50 条
  • [21] MultiTempLSTM: prediction and compression of multitemporal hyperspectral images using LSTM networks
    Karaca, Ali Can
    Gullu, Mehmet Kemal
    [J]. JOURNAL OF APPLIED REMOTE SENSING, 2021, 15 (04)
  • [22] Multi-disease prediction using LSTM recurrent neural networks
    Men, Lu
    Ilk, Noyan
    Tang, Xinlin
    Liu, Yuan
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 177
  • [23] Multi-disease prediction using LSTM recurrent neural networks
    Men, Lu
    Ilk, Noyan
    Tang, Xinlin
    Liu, Yuan
    [J]. Liu, Yuan (lyuan@zju.edu.cn), 1600, Elsevier Ltd (177):
  • [24] Short-Term Electrical Load Demand Forecasting Based on LSTM and RNN Deep Neural Networks
    ul Islam, Badar
    Ahmed, Shams Forruque
    [J]. MATHEMATICAL PROBLEMS IN ENGINEERING, 2022, 2022
  • [25] Mid-term electricity load prediction using CNN and Bi-LSTM
    Gul, M. Junaid
    Urfa, Gul Malik
    Paul, Anand
    Moon, Jihoon
    Rho, Seungmin
    Hwang, Eenjun
    [J]. JOURNAL OF SUPERCOMPUTING, 2021, 77 (10): : 10942 - 10958
  • [26] Mid-term electricity load prediction using CNN and Bi-LSTM
    M. Junaid Gul
    Gul Malik Urfa
    Anand Paul
    Jihoon Moon
    Seungmin Rho
    Eenjun Hwang
    [J]. The Journal of Supercomputing, 2021, 77 : 10942 - 10958
  • [27] Enhancement of load balancing in electrical distribution networks using artificial neural networks
    Kashem, MA
    Ganapathy, V
    Negnevitsky, M
    [J]. IPEC 2003: PROCEEDINGS OF THE 6TH INTERNATIONAL POWER ENGINEERING CONFERENCE, VOLS 1 AND 2, 2003, : 848 - 853
  • [28] Prediction of Building's Thermal Performance Using LSTM and MLP Neural Networks
    Martinez Comesana, Miguel
    Febrero-Garrido, Lara
    Troncoso-Pastoriza, Francisco
    Martinez-Torres, Javier
    [J]. APPLIED SCIENCES-BASEL, 2020, 10 (21): : 1 - 16
  • [29] Short-Term Load Forecasting Using Optimized LSTM Networks Based on EMD
    Li, Tiantian
    Wang, Bo
    Zhou, Min
    Zhang, Lianming
    Zhao, Xin
    [J]. 2018 10TH INTERNATIONAL CONFERENCE ON COMMUNICATIONS, CIRCUITS AND SYSTEMS (ICCCAS 2018), 2018, : 84 - 88
  • [30] Prediction of solar cycle 25 using ARIMA models and LSTM neural networks
    Tomas, Samuel
    Saavedra, Oliver
    Espinoza, Israel
    [J]. REVISTA DE LA ACADEMIA COLOMBIANA DE CIENCIAS EXACTAS FISICAS Y NATURALES, 2023, 47 (183): : 400 - 411