Analysis of the use of discrete wavelet transforms coupled with ANN for short-term streamflow forecasting

Author:

Freire Paula Karenina de Macedo MachadoORCID,Santos Celso Augusto GuimarãesORCID,Silva Gustavo Barbosa Lima daORCID

Funder

Brazil’s National Council for Scientific and Technological DevelopmentBrazil’s National Council for Scientific and Technological Development (CNPq)

Brazilian Agency for the Improvement of Higher EducationBrazilian Agency for the Improvement of Higher Education (Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPES)

Universidade Federal da Paraíba, Brazil

Publisher

Elsevier BV

Subject

Software

Reference45 articles.

1. River flow forecasting using recurrent neural network;Kumar;Water Resour. Manag.,2004

2. ONS, Operador Nacional do Sistema Elétrico, 2012. Available in www.ons.org.br.

3. Forecasting daily streamflow for basins with different physical characteristics through data-driven methods;Hadi;Water Resour. Manage.,2018

4. A comparison of nonlinear stochastic self-exciting threshold autoregressive and chaotic k-nearest neighbour models in daily streamflow forecasting;Tongal;Water Resour. Manage.,2016

5. M.J.S. Valença, G.C. Vasconcelos, Estudo comparativo dos modelos Box-Jenkins, redes neurais e regressão múltipla na previsão de vazões. Simpósio Brasileiro de Redes Neurais, 4, Goiânia. 1997 55–57.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3