APPLICATION OF ARTIFICIAL NEURAL NETWORKS IN FORECASTNG ON ENERGY MARKET

被引：0
|
作者：
Halicka, Katarzyna [1 ]
机构：
[1] Bialystok Tech Univ, Wydziale Zarzadzania, PL-15351 Bialystok, Poland
来源：
RYNEK ENERGII | 2010年 / 01期
关键词：
energy market; electric energy prices forecasting; electric energy demand forecasting; artificial neural networks;
D O I：
暂无
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
The aim of the paper is to present application of artificial neural networks in electric energy prices forecasting on energy market. As an input of the constructed predicator past energy prices and turnover volume, variables describing weather that is temperature, cloudiness, speed of wind and variables describing time and date of transaction were introduced. All the variables were measured for each hour of the trade twenty- four hours. In the next step of study adjustment of the model to the real data was assessed.
引用
收藏
页码：20 / 23
页数：4
相关论文
共 50 条
  • [31] Application of Artificial Neural Networks to stylometric analysis
    Stanczyk, Urszula
    Cyran, Krzysztof A.
    [J]. PROCEEDINGS OF THE 8TH WSEAS INTERNATIONAL CONFERENCE ON SYSTEMS THEORY AND SCIENTIFIC COMPUTATION (ISTAC'08): NEW ASPECTS OF SYSTEMS THEORY AND SCIENTIFIC COMPUTATION, 2008, : 25 - 30
  • [32] Application of Artificial Neural Networks in interactive simulation
    Jula, P
    Houshyar, A
    Severance, FL
    Sawhney, A
    [J]. COMPUTERS & INDUSTRIAL ENGINEERING, 1996, 31 (1-2) : 417 - 420
  • [33] Application of Artificial Neural Networks for Temperature Forecasting
    Hayati, Mohsen
    Mohebi, Zahra
    [J]. PROCEEDINGS OF WORLD ACADEMY OF SCIENCE, ENGINEERING AND TECHNOLOGY, VOL 22, 2007, 22 : 275 - 279
  • [34] APPLICATION OF ARTIFICIAL NEURAL NETWORKS TO CLINICAL MEDICINE
    BAXT, WG
    [J]. LANCET, 1995, 346 (8983): : 1135 - 1138
  • [35] An application of artificial neural networks in computational hydraulics
    Babovic, V
    Bartoli, N
    [J]. ENVIRONMENTAL AND COASTAL HYDRAULICS: PROTECTING THE AQUATIC HABITAT, PROCEEDINGS OF THEME B, VOLS 1 & 2, 1997, 27 : 865 - 870
  • [36] Application of artificial neural networks to ground settlements
    Yoon, YW
    Kang, BH
    Kang, TH
    [J]. SOIL MECHANICS AND GEOTECHNICAL ENGINEERING, VOL 1: ELEVENTH ASIAN REGIONAL CONFERENCE, 1999, : 451 - 454
  • [37] Application of Artificial Neural Networks for Filtration Optimization
    Griffiths, K. A.
    Andrews, R. C.
    [J]. JOURNAL OF ENVIRONMENTAL ENGINEERING-ASCE, 2011, 137 (11): : 1040 - 1047
  • [38] Application of Artificial Neural Networks for Catalysis: A Review
    Li, Hao
    Zhang, Zhien
    Liu, Zhijian
    [J]. CATALYSTS, 2017, 7 (10)
  • [39] Application of artificial neural networks for river regime
    Bui, M. D.
    Huber, D.
    Kaveh, K.
    da Silva, A. M. E.
    Rutschmann, P.
    [J]. RIVER FLOW 2016, 2016, : 154 - 160
  • [40] Application of artificial neural networks in reproductive medicine
    Yuan, Guanghui
    Lv, Bohan
    Hao, Cuifang
    [J]. HUMAN FERTILITY, 2023, 26 (05) : 1195 - 1201
12345