Naslov
Ship Speed Prediction in Real Sea Environment Using Advanced Technologies

Autori
Antonić, Radovan ; Valčić, Marko ; Tomas, Vinko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 11th WSEAS International Conference on Applied Computer and Applied Computational Science (ACACOS '12) - Recent Researches in Applied Computers & Computational Science, Rovaniemi, Finland / Niola, Vincenzo ; Bojkovic, Zoran ; Garcia-Planas ; M. Isabel - : WSEAS Press, 2012, 17-22

ISBN
978-1-61804-084-8

Skup
11th WSEAS International Conference on APPLIED COMPUTER and APPLIED COMPUTATIONAL SCIENCE (ACACOS'12)

Mjesto i datum
Rovaniemi, Finska, 18.04.2012. - 20.04.2012

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
ship speed; prediction; modelling; neuro-fuzzy; ANFIS model

Sažetak
The paper presents some possibilities of practical use of advanced computing technologies applied to the prediction and modelling of ship speed in very hard and different environment conditions. The emphasis is put on two well recognized techniques, fuzzy logic and artificial neural networks. We propose here an effective method of ship speed prediction of bulk carrier ship under different external hydro meteorological disturbances (wind, waves and sea current) at open sea. The implementation of new adaptive neuro-fuzzy inference system (ANFIS) in ship speed prediction model creating have been shown in the paper. Navigational simulator Transas Marine Navy Trainer was used for collecting data needed in ship speed prediction model training and testing. The obtained results using ANFIS model point to very good prediction possibilities.

Izvorni jezik
Engleski

Znanstvena područja
Brodogradnja, Tehnologija prometa i transport

POVEZANOST RADA