Data-Driven Load Forecasting Using Machine Learning and Meteorological Data

被引：0
|
作者：
Alrashidi, Aishah [1 ]
Qamar, Ali Mustafa [1 ]
机构：
[1] Department of Computer Science, College of Computer, Qassim University, Buraydah, Saudi Arabia
来源：
Computer Systems Science and Engineering | 2023年 / 44卷 / 03期
关键词：
Acknowledgement: The researchers would like to thank the Deanship of Scientific Research; Qassim University for funding the publication of this project.Funding Statement: The researchers would like to thank the Deanship of Scientific Research; Qassim University for funding the publication of this project;
D O I：
10.32604/csse.2023.024633
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1973 / 1988
相关论文
共 50 条
  • [1] Data-driven approach for hydrocarbon production forecasting using machine learning techniques
    Chahar, Jaiyesh
    Verma, Jayant
    Vyas, Divyanshu
    Goyal, Mukul
    [J]. JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2022, 217
  • [2] Data-Driven Trend Forecasting in Stock Market Using Machine Learning Techniques
    Misra, Puneet
    Chaurasia, Siddharth
    [J]. JOURNAL OF INFORMATION TECHNOLOGY RESEARCH, 2020, 13 (01) : 130 - 149
  • [3] Load Redistribution Attack Detection using Machine Learning: A Data-Driven Approach
    Pinceti, Andrea
    Sankar, Lalitha
    Kosut, Oliver
    [J]. 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [4] Meteorological Data-Driven Traffic Flow Forecasting Using Intelligent Algorithms
    Newbolt, Travis M.
    Mandal, Paras
    [J]. 2023 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES LATIN AMERICA, ISGT-LA, 2023, : 425 - 429
  • [5] Data-driven novel deep learning applications for the prediction of rainfall using meteorological data
    Li, Hongli
    Li, Shanzhi
    Ghorbani, Hamzeh
    [J]. FRONTIERS IN ENVIRONMENTAL SCIENCE, 2024, 12
  • [6] Data-driven comparison of federated learning and model personalization for electric load forecasting
    Widmer, Fabian
    Nowak, Severin
    Bowler, Benjamin
    Huber, Patrick
    Papaemmanouil, Antonios
    [J]. ENERGY AND AI, 2023, 14
  • [7] Data-driven forecasting of ship motions in waves using machine learning and dynamic mode decomposition
    Diez, Matteo
    Gaggero, Mauro
    Serani, Andrea
    [J]. INTERNATIONAL JOURNAL OF ADAPTIVE CONTROL AND SIGNAL PROCESSING, 2024,
  • [8] Data-Driven Load Modeling and Forecasting of Residential Appliances
    Ji, Yuting
    Buechler, Elizabeth
    Rajagopal, Ram
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2020, 11 (03) : 2652 - 2661
  • [9] Data-Driven Load Modeling and Forecasting of Residential Appliances
    Ji, Yuting
    Buechler, Elizabeth
    Rajagopal, Ram
    [J]. 2021 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2021,
  • [10] An Intelligent Data-Driven Approach for Electrical Energy Load Management Using Machine Learning Algorithms
    Akhtar, Shamim
    Bin Sujod, Muhamad Zahim
    Rizvi, Syed Sajjad Hussain
    [J]. ENERGIES, 2022, 15 (15)
12345