Mining of the added resistance of ships advancing in waves

Added wave resistance is defined as the difference between the time averages of the longitudinal force experienced by a ship in rough waters as compared to the force in calm waters, it is one of the parameters being closely scrutinized in recent years by the shipping industry. This project aim...

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Main Author:	Lim, Desmond Wei Sheng
Other Authors:	Liu Shukui
Format:	Final Year Project
Language:	English
Published:	Nanyang Technological University 2022
Subjects:	Engineering::Mechanical engineering
Online Access:	https://hdl.handle.net/10356/157443
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Institution:	Nanyang Technological University
Language:	English

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spelling	sg-ntu-dr.10356-1574432023-03-04T20:16:27Z Mining of the added resistance of ships advancing in waves Lim, Desmond Wei Sheng Liu Shukui School of Mechanical and Aerospace Engineering skliu@ntu.edu.sg Engineering::Mechanical engineering Added wave resistance is defined as the difference between the time averages of the longitudinal force experienced by a ship in rough waters as compared to the force in calm waters, it is one of the parameters being closely scrutinized in recent years by the shipping industry. This project aims to predict the added wave resistance of common shipping vessels by creating an intuitive backpropagation artificial neural network model on Python using known physical parameters of those vessels while limiting the usage of preexisting libraries. Bachelor of Engineering (Mechanical Engineering) 2022-05-25T01:44:24Z 2022-05-25T01:44:24Z 2022 Final Year Project (FYP) Lim, D. W. S. (2022). Mining of the added resistance of ships advancing in waves. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/157443 https://hdl.handle.net/10356/157443 en B422 application/pdf Nanyang Technological University
institution	Nanyang Technological University
building	NTU Library
continent	Asia
country	Singapore Singapore
content_provider	NTU Library
collection	DR-NTU
language	English
topic	Engineering::Mechanical engineering
spellingShingle	Engineering::Mechanical engineering Lim, Desmond Wei Sheng Mining of the added resistance of ships advancing in waves
description	Added wave resistance is defined as the difference between the time averages of the longitudinal force experienced by a ship in rough waters as compared to the force in calm waters, it is one of the parameters being closely scrutinized in recent years by the shipping industry. This project aims to predict the added wave resistance of common shipping vessels by creating an intuitive backpropagation artificial neural network model on Python using known physical parameters of those vessels while limiting the usage of preexisting libraries.
author2	Liu Shukui
author_facet	Liu Shukui Lim, Desmond Wei Sheng
format	Final Year Project
author	Lim, Desmond Wei Sheng
author_sort	Lim, Desmond Wei Sheng
title	Mining of the added resistance of ships advancing in waves
title_short	Mining of the added resistance of ships advancing in waves
title_full	Mining of the added resistance of ships advancing in waves
title_fullStr	Mining of the added resistance of ships advancing in waves
title_full_unstemmed	Mining of the added resistance of ships advancing in waves
title_sort	mining of the added resistance of ships advancing in waves
publisher	Nanyang Technological University
publishDate	2022
url	https://hdl.handle.net/10356/157443
_version_	1759852961146601472

Mining of the added resistance of ships advancing in waves

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