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Wave transmission prediction of multilayer floating breakwater using neural network

DRS at CSIR-National Institute of Oceanography

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Title Wave transmission prediction of multilayer floating breakwater using neural network
 
Creator Mandal, S.
Patil, S.G.
Hegde, A.V.
 
Subject Wave transmission
neural network
floating breakwater
 
Description In the present study, an artificial neural network method has been applied for wave transmission prediction of multilayer floating breakwater. Two neural network models are constructed based on the parameters which influence the wave transmission of floating breakwater. Training and testing of the network models are carried out for different hidden nodes and epochs. The results of network models are compared with the measured values. It is observed that the correlation (above 90%) between predicted wave transmission values by the network models and measured values are in good agreement.
 
Date 2010-05-11T10:05:25Z
2010-05-11T10:05:25Z
2009
 
Type Conference Article
 
Identifier Proceedings of third International Conference in Ocean Engineering. ICOE-2009. eds. by: Subramanian, V.A.; Nallayarasu, S.; Sannasiraj, S.A., IIT; Madras; India; 574-585
http://drs.nio.org/drs/handle/2264/3610
 
Language en
 
Rights Copyright [2009]. All efforts have been made to respect the copyright to the best of our
knowledge. Inadvertent omissions, if brought to our notice, stand for correction and withdrawal of document from this repository.
 
Publisher IIT; Madras