Prediction of the motion of a ship in regular head waves using artificial neural networks

Prediction of the motion of a ship in regular head waves using artificial neural networks

This paper presents a research on the application of artificial neural networks (ANNs) to predict the seakeeping behavior of ships in head waves. The decisive input parameters of the ANNs are identified by analyzing the general equations governing the ship motions. Then, a ship database that conside...

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Bibliographic Details
Main Authors: Liu, Shukui, Xu, Rong, Papanikolaou, Apostolos
Other Authors: School of Mechanical and Aerospace Engineering
Format: Conference Paper
Language:English
Published: 2022
Subjects:
Engineering::Mechanical engineering
Artificial Neural Networks
Multi-Layer Perceptron
Seakeeping Assessment
Heave and Pitch
Head Waves
Ship Operation
Online Access:https://hdl.handle.net/10356/160589
https://onepetro.org/ISOPEIOPEC/ISOPE21/conference/All-ISOPE21

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