Application of artificial neural networks in the forecast of alcohol production

被引：5
|
作者：
Soares de Oliveira, Anderson Castro [1 ]
de Souza, Ademaria Aparecida [1 ]
Lacerda, Wilian Soares [2 ]
Goncalves, Luciene Resende [1 ]
机构：
[1] Univ Fed Lavras, Dept Ciencias Exatas DEX, BR-37200000 Lavras, MG, Brazil
[2] Univ Fed Lavras, DCC, BR-37200000 Lavras, MG, Brazil
来源：
CIENCIA E AGROTECNOLOGIA | 2010年 / 34卷 / 02期
关键词：
Alcohol; Neural Networks; Time Series;
D O I：
10.1590/S1413-70542010000200002
中图分类号：
S [农业科学];
学科分类号：
09 ;
摘要：
This work describes the application of Artificial Neural Networks in the forecasting of alcohol production in Brazil in the year of 2006 using past data. Results obtained through Neural Networks were compared to those obtained using time series techniques, and Neural Networks have shown better results.
引用
收藏
页码：279 / 284
页数：6
相关论文
共 50 条
  • [1] Application of artificial neural networks in the flood forecast
    Feng, Lihua
    Lu, Jia
    [J]. APPLIED ARTIFICIAL INTELLIGENCE, 2006, : 659 - +
  • [2] Application of artificial neural networks for fog forecast
    Colabone, Rosângela De Oliveira
    Ferrari, Antonio Luiz
    Vecchia, Francisco Arthur da Silva
    Tech, Adriano Rogério Bruno
    [J]. Journal of Aerospace Technology and Management, 2015, 7 (02): : 240 - 246
  • [3] Application of Artificial Neural Networks for Fog Forecast
    Colabone, Rosangela de Oliveira
    Ferrari, Antonio Luiz
    da Silva Vecchia, Francisco Arthur
    Bruno Tech, Adriano Rogerio
    [J]. JOURNAL OF AEROSPACE TECHNOLOGY AND MANAGEMENT, 2015, 7 (02) : 240 - 246
  • [4] The application of artificial neural networks to forecast financial time series
    Gonzalez-Cortes, D.
    Onieva, E.
    Pastor, I
    Wu, J.
    [J]. LOGIC JOURNAL OF THE IGPL, 2024,
  • [5] Application of artificial neural networks for modeling of biohydrogen production
    Nasr, Noha
    Hafez, Hisham
    El Naggar, M. Hesham
    Nakhla, George
    [J]. INTERNATIONAL JOURNAL OF HYDROGEN ENERGY, 2013, 38 (08) : 3189 - 3195
  • [6] Artificial Neural Networks in Urban Runoff Forecast
    Miguelez, Monica
    Puertas, Jeronimo
    Ramon Rabunal, Juan
    [J]. BIO-INSPIRED SYSTEMS: COMPUTATIONAL AND AMBIENT INTELLIGENCE, PT 1, 2009, 5517 : 1192 - +
  • [7] Forecast Combination by Using Artificial Neural Networks
    Cagdas Hakan Aladag
    Erol Egrioglu
    Ufuk Yolcu
    [J]. Neural Processing Letters, 2010, 32 : 269 - 276
  • [8] Forecast Combination by Using Artificial Neural Networks
    Aladag, Cagdas Hakan
    Egrioglu, Erol
    Yolcu, Ufuk
    [J]. NEURAL PROCESSING LETTERS, 2010, 32 (03) : 269 - 276
  • [9] Application of Artificial Neural Networks in Design of Steel Production Path
    Gresovnik, Igor
    Kodelja, Tadej
    Vertnik, Robert
    Sencic, Bojan
    Kovacic, Miha
    Sarler, Bozidar
    [J]. CMC-COMPUTERS MATERIALS & CONTINUA, 2012, 30 (01): : 19 - 38
  • [10] Application of neural networks to forecast changes in the technical condition of critical production facilities
    Yemelyanov, Vitaliy
    Chernyi, Sergei
    Yemelyanova, Nataliya
    Varadarajan, Vijayakumar
    [J]. COMPUTERS & ELECTRICAL ENGINEERING, 2021, 93
12345