Enhancing short-term streamflow forecasting of extreme events: A wavelet-artificial neural network hybrid approach

被引：0
|
作者：
Gorodetskaya, Yulia [1 ]
Silva, Rodrigo Oliveira [1 ]
Ribeiro, Celso Bandeira de Melo [2 ]
Goliatt, Leonardo [3 ]
机构：
[1] Department of Computational Modeling, Federal University of Juiz de Fora, Juiz de Fora,36036-900, Brazil
[2] Department of Sanitary and Environmental Engineering, Federal University of Juiz de Fora, Juiz de Fora,36036-900, Brazil
[3] Department of Computational and Applied Mechanics, Federal University of Juiz de Fora, Juiz de Fora,36036-900, Brazil
来源：
Water Cycle | 2024年 / 5卷
关键词：
All Open Access; Gold;
D O I：
10.1016/j.watcyc.2024.09.001
中图分类号：
学科分类号：
摘要：
80
引用
收藏
页码：297 / 312
相关论文
共 50 条
  • [1] An approach to short-term load forecasting based on wavelet transform and artificial neural network
    Xu, Jun-Hua
    Liu, Tian-Qi
    Power System Technology, 2004, 28 (08) : 30 - 33
  • [2] Combinatorial Approach using Wavelet Analysis and Artificial Neural Network for Short-term Load Forecasting
    Vu, D. H.
    Muttaqi, K. M.
    Agalgaonkar, A. P.
    2014 AUSTRALASIAN UNIVERSITIES POWER ENGINEERING CONFERENCE (AUPEC), 2014,
  • [3] HYBRID ARTIFICIAL NEURAL NETWORK SYSTEM FOR SHORT-TERM LOAD FORECASTING
    Ilic, Slobodan A.
    Vukmirovic, Srdjan M.
    Erdeljan, Aleksandar M.
    Kulic, Filip J.
    THERMAL SCIENCE, 2012, 16 : S215 - S224
  • [4] Wavelet-artificial neural network model for water level forecasting
    Nguyen Thi Ngoc Anh
    Nguyen Quang Dat
    Nguyen Thi Van
    Nguyen Ngoc Doanh
    Ngo Le An
    2018 IEEE INTERNATIONAL CONFERENCE ON RESEARCH IN INTELLIGENT AND COMPUTING IN ENGINEERING (RICE III), 2018,
  • [5] An artificial neural network approach for short-term electricity prices forecasting
    Catalao, J. P. S.
    Mariano, S. J. P. S.
    Mendes, V. M. F.
    Ferreira, L. A. F. M.
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 2007, 15 (01): : 15 - 23
  • [6] An Artificial Neural Network Approach for Short-term Electric Prices Forecasting
    Tsai, Ming-Tang
    Chen, Chien-Hung
    MANUFACTURING SYSTEMS AND INDUSTRY APPLICATIONS, 2011, 267 : 985 - 990
  • [7] An artificial neural network approach for short-term electricity prices forecasting
    Catalao, J. P. S.
    Mariano, S. J. P. S.
    Mendes, V. M. F.
    Ferreira, L. A. F. M.
    2007 INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS APPLICATIONS TO POWER SYSTEMS, VOLS 1 AND 2, 2007, : 411 - +
  • [8] An artificial neural network hybrid with wavelet transform for short-term wind speed forecasting: A preliminary case study
    Yousefi, Moslem
    Hooshyar, Danial
    Yousefi, Milad
    Khaksar, Weria
    Sahari, Khairul Salleh Mohamed
    Alnaimi, Firas B. Ismail
    2015 INTERNATIONAL CONFERENCE ON SCIENCE IN INFORMATION TECHNOLOGY (ICSITECH), 2015, : 95 - 99
  • [9] Wavelet regression model for short-term streamflow forecasting
    Kisi, Ozgur
    JOURNAL OF HYDROLOGY, 2010, 389 (3-4) : 344 - 353
  • [10] A wavelet-based hybrid neural network for short-term electricity prices forecasting
    Saadaoui, Foued
    Rabbouch, Hana
    ARTIFICIAL INTELLIGENCE REVIEW, 2019, 52 (01) : 649 - 669
12345