Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic

Detalhes bibliográficos
Autor(a) principal: Santos, F.
Data de Publicação: 2014
Outros Autores: Neves, D. R., Reis, M. T., Fortes, C. J. E. M., Poseiro, P.
Idioma: eng
Título da fonte: Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)
Texto Completo: http://repositorio.lnec.pt:8080/jspui/handle/123456789/1006156
Resumo: Techniques based on Artificial Neural Networks (ANN) have been increasingly applied to predict natural hazards. In this work, a Fuzzy ARTMAP ANN was trained to predict the wave regime at the entrance and inside the Sines Port, on the Portuguese west coast. In situ measurements, buoy data and results from numerical modeling were used to train and validate the ANN. The wave regime was calculated for different points outside and inside the port. This methodology proved to be able to provide a fast and satisfactory response, especially useful in the scope of forecast and warning systems.
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spelling Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logicArtificial neural networkFuzzy artmapWave regimeSines portTechniques based on Artificial Neural Networks (ANN) have been increasingly applied to predict natural hazards. In this work, a Fuzzy ARTMAP ANN was trained to predict the wave regime at the entrance and inside the Sines Port, on the Portuguese west coast. In situ measurements, buoy data and results from numerical modeling were used to train and validate the ANN. The wave regime was calculated for different points outside and inside the port. This methodology proved to be able to provide a fast and satisfactory response, especially useful in the scope of forecast and warning systems.2014-05-26T16:23:30Z2014-10-20T13:39:02Z2017-04-13T08:43:25Z2014-05-01T00:00:00Z2014-05conference objectinfo:eu-repo/semantics/publishedVersionapplication/pdfhttp://repositorio.lnec.pt:8080/jspui/handle/123456789/1006156engSantos, F.Neves, D. R.Reis, M. T.Fortes, C. J. E. M.Poseiro, P.info:eu-repo/semantics/openAccessreponame:Repositórios Científicos de Acesso Aberto de Portugal (RCAAP)instname:FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiainstacron:RCAAP2025-05-17T02:59:20Zoai:localhost:123456789/1006156Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireinfo@rcaap.ptopendoar:https://opendoar.ac.uk/repository/71602025-05-29T07:33:07.164298Repositórios Científicos de Acesso Aberto de Portugal (RCAAP) - FCCN, serviços digitais da FCT – Fundação para a Ciência e a Tecnologiafalse
dc.title.none.fl_str_mv Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
title Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
spellingShingle Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
Santos, F.
Artificial neural network
Fuzzy artmap
Wave regime
Sines port
title_short Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
title_full Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
title_fullStr Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
title_full_unstemmed Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
title_sort Definition of Sines port wave regime using an ARTMAP artificial neural network with fuzzy logic
author Santos, F.
author_facet Santos, F.
Neves, D. R.
Reis, M. T.
Fortes, C. J. E. M.
Poseiro, P.
author_role author
author2 Neves, D. R.
Reis, M. T.
Fortes, C. J. E. M.
Poseiro, P.
author2_role author
author
author
author
dc.contributor.author.fl_str_mv Santos, F.
Neves, D. R.
Reis, M. T.
Fortes, C. J. E. M.
Poseiro, P.
dc.subject.por.fl_str_mv Artificial neural network
Fuzzy artmap
Wave regime
Sines port
topic Artificial neural network
Fuzzy artmap
Wave regime
Sines port
description Techniques based on Artificial Neural Networks (ANN) have been increasingly applied to predict natural hazards. In this work, a Fuzzy ARTMAP ANN was trained to predict the wave regime at the entrance and inside the Sines Port, on the Portuguese west coast. In situ measurements, buoy data and results from numerical modeling were used to train and validate the ANN. The wave regime was calculated for different points outside and inside the port. This methodology proved to be able to provide a fast and satisfactory response, especially useful in the scope of forecast and warning systems.
publishDate 2014
dc.date.none.fl_str_mv 2014-05-26T16:23:30Z
2014-10-20T13:39:02Z
2014-05-01T00:00:00Z
2014-05
2017-04-13T08:43:25Z
dc.type.driver.fl_str_mv conference object
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dc.identifier.uri.fl_str_mv http://repositorio.lnec.pt:8080/jspui/handle/123456789/1006156
url http://repositorio.lnec.pt:8080/jspui/handle/123456789/1006156
dc.language.iso.fl_str_mv eng
language eng
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repository.mail.fl_str_mv info@rcaap.pt
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