Deep-learning-based short-term electricity load forecasting: A real case application

被引：0
|
作者：
Yazici, Ibrahim [1 ]
Beyca, Omer Faruk [1 ]
Delen, Dursun [2 ,3 ]
机构：
[1] Industrial Engineering Department, Faculty of Engineering, Istanbul Technical University, Macka, Istanbul,34367, Turkey
[2] Department of Management Science and Information Systems, Spears School of Business, Oklahoma State University, Stillwater,OK, United States
[3] School of Business, Ibn Haldun University, Istanbul, Turkey
来源：
Engineering Applications of Artificial Intelligence | 2022年 / 109卷
关键词：
103;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
收藏
相关论文
共 50 条
  • [1] Deep-learning-based short-term electricity load forecasting: A real case application
    Yazici, Ibrahim
    Beyca, Omer Faruk
    Delen, Dursun
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 109
  • [2] Short-term building electricity load forecasting with a hybrid deep learning method
    Chen, Wenhao
    Rong, Fei
    Lin, Chuan
    ENERGY AND BUILDINGS, 2025, 330
  • [3] Short-Term Electricity Load Forecasting with Machine Learning
    Madrid, Ernesto Aguilar
    Antonio, Nuno
    INFORMATION, 2021, 12 (02) : 1 - 21
  • [4] Short-term load forecasting based on deep learning model
    Kim D.
    Jin-Jo H.
    Park J.-B.
    Roh J.H.
    Kim M.S.
    Transactions of the Korean Institute of Electrical Engineers, 2019, 68 (09): : 1094 - 1099
  • [5] Review of Deep Learning Application for Short-Term Household Load Forecasting
    Apolo Penaloza, Ana Karen
    Balbinot, Alexandre
    Leborgne, Roberto Chouhy
    2020 IEEE PES TRANSMISSION & DISTRIBUTION CONFERENCE AND EXHIBITION - LATIN AMERICA (T&D LA), 2020,
  • [6] Enhanced Automated Deep Learning Application for Short-Term Load Forecasting
    Laitsos, Vasileios
    Vontzos, Georgios
    Bargiotas, Dimitrios
    Daskalopulu, Aspassia
    Tsoukalas, Lefteri H.
    MATHEMATICS, 2023, 11 (13)
  • [7] Using deep learning for short-term load forecasting
    Nadjib Mohamed Mehdi Bendaoud
    Nadir Farah
    Neural Computing and Applications, 2020, 32 : 15029 - 15041
  • [8] Using deep learning for short-term load forecasting
    Bendaoud, Nadjib Mohamed Mehdi
    Farah, Nadir
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (18): : 15029 - 15041
  • [9] Deep Learning Based Short-Term Load Forecasting for Urban Areas
    Maksut, M.
    Karbozov, A.
    Myrzaliyeva, M.
    Nunna, H. S. V. S. Kumar
    Jamwal, Prashant K.
    Doolla, Suryanarayana
    2019 IEEE INDUSTRY APPLICATIONS SOCIETY ANNUAL MEETING, 2019,
  • [10] Short-Term Load Forecasting Based on a Hybrid Deep Learning Model
    Agana, Norbert A.
    Oleka, Emmanuel
    Awogbami, Gabriel
    Homaifar, Abdollah
    IEEE SOUTHEASTCON 2018, 2018,
12345