Modeling of Brazilian Wind Power Generation Capacity: A Multivariate Analysis with Neural Networks

被引：0
|
作者：
Dos Santos, Daiane Rodrigues [1 ]
Barcellos, Tuany Esthefany [2 ]
Costa, Tiago [3 ]
Marques, Maria Laura [1 ]
Prado, Daniela [1 ]
Castro, Reinaldo [2 ]
机构：
[1] State University of Rio de Janeiro (UERJ), Rio de Janeiro, Brazil
[2] Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Rio de Janeiro, Brazil
[3] IBMEC, Rio de Janeiro, Brazil
来源：
Renewable Energy and Power Quality Journal | 2024年 / 22卷 / 03期
关键词：
20;
D O I：
10.52152/3944
中图分类号：
学科分类号：
摘要：
引用
收藏
页码：1 / 8
相关论文
共 50 条
  • [1] Uncertainty modeling in wind power generation prediction by neural networks and bootstrapping
    Ak, R.
    Vitelli, V.
    Zio, E.
    SAFETY, RELIABILITY AND RISK ANALYSIS: BEYOND THE HORIZON, 2014, : 3191 - 3196
  • [2] Application of Neural Networks in Wind Power (Generation) Prediction
    Mishra, Alok Kumar
    Ramesh, L.
    2009 INTERNATIONAL CONFERENCE ON SUSTAINABLE POWER GENERATION AND SUPPLY, VOLS 1-4, 2009, : 1281 - 1285
  • [3] Wind power generation reliability analysis and modeling
    D'Annunzio, C
    Santoso, S
    2005 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS, 1-3, 2005, : 35 - 39
  • [4] Using neural networks to estimate wind turbine power generation
    Li, SH
    Wunsch, DC
    O'Hair, EA
    Giesselmann, MG
    IEEE TRANSACTIONS ON ENERGY CONVERSION, 2001, 16 (03) : 276 - 282
  • [5] Neural Networks for Wind Power Generation Forecasting: a Case Study
    Cancelliere, Rossella
    Gosso, Alberto
    Grosso, Andrea
    2013 10TH IEEE INTERNATIONAL CONFERENCE ON NETWORKING, SENSING AND CONTROL (ICNSC), 2013, : 666 - 671
  • [6] Hybrid fuzzy clustering neural networks to wind power generation forecasting
    Salgado, Paulo
    Afonso, Paulo
    14TH IEEE INTERNATIONAL SYMPOSIUM ON COMPUTATIONAL INTELLIGENCE AND INFORMATICS (CINTI), 2013, : 359 - 363
  • [7] Multivariate analysis and neural networks application to price forecasting in the Brazilian agricultural market
    Orge Pinheiro, Carlos Alberto
    de Senna, Valter
    CIENCIA RURAL, 2017, 47 (01):
  • [8] Statistical wind direction modeling for the analysis of large scale wind power generation
    Koivisto, Matti
    Ekstrom, Jussi
    Mellin, Ilkka
    Millar, John
    Lehtonen, Matti
    WIND ENERGY, 2017, 20 (04) : 677 - 694
  • [9] Application of Wavelet and Neural Network Models for Wind Speed and Power Generation Forecasting in a Brazilian Experimental Wind Park
    de Aquino, Ronaldo R. B.
    Lira, Milde M. S.
    de Oliveira, Josinaldo B.
    Carvalho, Manoel A., Jr.
    Neto, Otoni N.
    de Almeida, Givanildo J.
    IJCNN: 2009 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, VOLS 1- 6, 2009, : 1479 - +
  • [10] Modeling and Analysis of Doubly Fed Wind Power Generation System
    Wang Zhijie
    Liu Sanming
    Liu Tianyu
    Wang Dongwei
    Du Bin
    Huang Qiyuan
    Jiang Xiucheng
    Sheng Gehao
    PROCEEDINGS OF THE 2016 5TH INTERNATIONAL CONFERENCE ON ENERGY AND ENVIRONMENTAL PROTECTION (ICEEP 2016), 2016, 98 : 284 - 289
12345