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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| Format: | Final Year Project (FYP) |
| Language: | English |
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Nanyang Technological University
2022
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| Online Access: | https://hdl.handle.net/10356/157443 |
| _version_ | 1826109698842034176 |
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| author | Lim, Desmond Wei Sheng |
| author2 | Liu Shukui |
| author_facet | Liu Shukui Lim, Desmond Wei Sheng |
| author_sort | Lim, Desmond Wei Sheng |
| collection | NTU |
| 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. |
| first_indexed | 2024-10-01T02:22:12Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/157443 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T02:22:12Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-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 |
| spellingShingle | Engineering::Mechanical engineering Lim, Desmond Wei Sheng Mining of the added resistance of ships advancing in waves |
| title | 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_short | Mining of the added resistance of ships advancing in waves |
| title_sort | mining of the added resistance of ships advancing in waves |
| topic | Engineering::Mechanical engineering |
| url | https://hdl.handle.net/10356/157443 |
| work_keys_str_mv | AT limdesmondweisheng miningoftheaddedresistanceofshipsadvancinginwaves |