ICAR Research Data Repository for Knowledge Management
Wave forecasting in near real time basis by neural network
DRS at CSIR-National Institute of Oceanography
View Archive Info| Field | Value | |
| Title |
Wave forecasting in near real time basis by neural network
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| Creator |
Rao, S.
Mandal, S. Prabaharan, N. |
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| Subject |
offshore structures
wave forecasting wave height algorithms mathematical models |
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| Description |
In modern age, the human settlements and activities are very much increasing near the oceanfront. In order to cope up with the need such as construction of jetties, harbours, offshore berths, offshore platforms, navigation and recreation etc., forecasting of waves become an important aspect of marine environment. This paper presents application of the neural network (NN) with better update algorithms, namely rprop, quickprop and superSAB for wave forecasting. Measured waves off Marmagoa, Goa, India are used for this study. The forecasting of 3, 6 and 12 hourly wave heights are carried out using the NN model. Here the NN with rprop algorithm yields very good results.
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| Date |
2009-01-07T11:01:36Z
2009-01-07T11:01:36Z 2001 |
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| Type |
Conference Article
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| Identifier |
International Conference in Ocean Engineering 2001, December 11-14, 2001, Silver Jubilee of the Department of Ocean Engineering. Proceedings. Vol. 1; 103-108p.
http://drs.nio.org/drs/handle/2264/1602 |
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| Language |
en
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| Rights |
Copyright [2001]. 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.
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| Publisher |
Allied, Chennai
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