Improving the Performance of Short-Term Load Forecast Using a Hybrid Artificial Neural Network and Artificial Bee Colony Algorithm

被引:18
|
作者
Baesmat, Kamran Hassanpouri [1 ]
Masoudipour, Iman [2 ]
Samet, Haidar [3 ,4 ]
机构
[1] Ghods Niroo Company, Tehran,1566775353, Iran
[2] Nirou Trans Company, Shiraz, Iran
[3] Shiraz University, Shiraz,84334-71946, Iran
[4] Eindhoven University of Technology, Eindhoven,5612, Netherlands
关键词
Electric power plant loads - Forecasting - Optimization;
D O I
10.1109/ICJECE.2021.3056125
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
引用
收藏
页码:275 / 282
相关论文
共 50 条
  • [1] Hybrid Artificial Neural Network with Artificial Bee Colony Algorithm for Crime Classification
    Anuar, Syahid
    Selamat, Ali
    Sallehuddin, Roselina
    [J]. COMPUTATIONAL INTELLIGENCE IN INFORMATION SYSTEMS, 2015, 331 : 31 - 40
  • [2] Hybrid Artificial Bee Colony Algorithm for Neural Network Training
    Ozturk, Celal
    Karaboga, Dervis
    [J]. 2011 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION (CEC), 2011, : 84 - 88
  • [3] Short-Term Load Forecasting Using Artificial Neural Network
    Buhari, Muhammad
    Adamu, Sanusi Sani
    [J]. INTERNATIONAL MULTICONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, IMECS 2012, VOL I, 2012, : 83 - 88
  • [4] SHORT-TERM LOAD FORECASTING USING AN ARTIFICIAL NEURAL NETWORK
    LEE, KY
    CHA, YT
    PARK, JH
    KURZYN, MS
    PARK, DC
    MOHAMMED, OA
    [J]. IEEE TRANSACTIONS ON POWER SYSTEMS, 1992, 7 (01) : 124 - 132
  • [5] HYBRID ARTIFICIAL NEURAL NETWORK SYSTEM FOR SHORT-TERM LOAD FORECASTING
    Ilic, Slobodan A.
    Vukmirovic, Srdjan M.
    Erdeljan, Aleksandar M.
    Kulic, Filip J.
    [J]. THERMAL SCIENCE, 2012, 16 : S215 - S224
  • [6] Short Term Load Forecast Method Using Artificial Neural Network With Artificial Immune Systems
    Alonso, Ricardo
    Chavez, Alcides
    [J]. 2017 IEEE URUCON, 2017,
  • [7] Short-Term Load Forecasting Using Hybrid ARIMA and Artificial Neural Network Model
    Singhal, Rahul
    Choudhary, Niraj Kumar
    Singh, Nitin
    [J]. ADVANCES IN VLSI, COMMUNICATION, AND SIGNAL PROCESSING, 2020, 587 : 935 - 947
  • [8] An Improved Artificial Bee Colony-BP Neural Network Algorithm in the Short-Term Wind Speed Prediction
    Jia, Guanlong
    Li, Donghui
    Yao, Lele
    Zhao, Pengcheng
    [J]. PROCEEDINGS OF THE 2016 12TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA), 2016, : 2252 - 2255
  • [9] A TS-PSO Based Artificial Neural Network for Short-Term Load Forecast
    Wang, Shuihua
    Ji, Genlin
    Yang, Jiquan
    Zhou, Xingxing
    Zhang, Yudong
    [J]. HIGH PERFORMANCE COMPUTING AND APPLICATIONS, HPCA 2015, 2016, 9576 : 31 - 37
  • [10] Simulation of short-term electric load using an artificial neural network
    Ivanin, O. A.
    [J]. XXXII INTERNATIONAL CONFERENCE ON INTERACTION OF INTENSE ENERGY FLUXES WITH MATTER (ELBRUS 2017), 2018, 946