Recurrent neural networks for nonparametric modeling of ship maneuvering motion

A Recurrent Neural Network (RNN) model is presented in this paper to predict the ship maneuvering motion. Inputs to the model are the orders of rudder angle and its variation as well as the propeller speed (ship speed) and also the recursive outputs velocities of surge, sway and yaw. The past values...

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Bibliographic Details
Main Authors: Lizhu Hao, Yang Han, Chao Shi, Ziying Pan
Format: Article
Language:English
Published: Elsevier 2022-01-01
Series:International Journal of Naval Architecture and Ocean Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2092678222000024