Regression analysis of experimental data for added resistance in waves of arbitrary heading

With the current worldwide rules focusing on energy economy and emissions control in marine operations, there is a growing worry about additional resistance in ships travelling in waves. This research aims to solve this issue. The economic and environmental performance of a ship is greatly impacted...

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Main Author: Sushanth, Shreya
Other Authors: Liu Shukui
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2024
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Online Access:https://hdl.handle.net/10356/177506
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1775062024-06-01T16:52:35Z Regression analysis of experimental data for added resistance in waves of arbitrary heading Sushanth, Shreya Liu Shukui School of Mechanical and Aerospace Engineering skliu@ntu.edu.sg Engineering Energy efficiency Emissions control Added resistance Ship performance Seakeeping Low sea states Nonlinear motion Computational Fluid Dynamics (CFD) Experimental database Verification and validation Incident wave quality Model scale effects Viscous effects Regular waves Prediction tools Ship design Maritime regulations With the current worldwide rules focusing on energy economy and emissions control in marine operations, there is a growing worry about additional resistance in ships travelling in waves. This research aims to solve this issue. The economic and environmental performance of a ship is greatly impacted by increased resistance, especially in low- to moderate-sea states. Not only does it impact speed and power in harsher seas, but it also has an impact on navigational safety, particularly for underpowered boats like tankers and bulk carriers. There has been a trend towards semi-empirical approaches due to the difficulties traditional methods have in estimating additional resistance, particularly in low sea states with shorter waves. Because of nonlinear motion events, the complexity rises at higher sea states. Advances in numerical technologies, such Computational Fluid Dynamics, have been limited by recent investigations indicating a need for further development. Therefore, the objective of the study is to make a contribution to this subject by improving the precision and dependability of additional resistance forecasts under different sea conditions. More emphasis will be given to creating an extensive experimental database in order to do this, since it is essential for verifying and improving both sophisticated numerical simulations and more basic empirical models. Inherently difficult to measure additional resistance will be addressed by the research, including errors from small measured amounts and incident wave quality in experimental settings. Furthermore, the research will tackle pragmatic concerns including diverse methodologies for measurement, dimensions of models, and the consequences of executing experiments in diverse settings. The scale effect on additional resistance tests will also be investigated, especially in cases where viscosity is an important factor. Thus, the project's goal is to produce more precise and dependable data for both regular waves by addressing these elements. This will aid in the creation of more advanced prediction tools for enhanced resistance in ship design and operation. Bachelor's degree 2024-05-29T03:38:41Z 2024-05-29T03:38:41Z 2024 Final Year Project (FYP) Sushanth, S. (2024). Regression analysis of experimental data for added resistance in waves of arbitrary heading. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/177506 https://hdl.handle.net/10356/177506 en 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
Energy efficiency
Emissions control
Added resistance
Ship performance
Seakeeping
Low sea states
Nonlinear motion
Computational Fluid Dynamics (CFD)
Experimental database
Verification and validation
Incident wave quality
Model scale effects
Viscous effects
Regular waves
Prediction tools
Ship design
Maritime regulations
spellingShingle Engineering
Energy efficiency
Emissions control
Added resistance
Ship performance
Seakeeping
Low sea states
Nonlinear motion
Computational Fluid Dynamics (CFD)
Experimental database
Verification and validation
Incident wave quality
Model scale effects
Viscous effects
Regular waves
Prediction tools
Ship design
Maritime regulations
Sushanth, Shreya
Regression analysis of experimental data for added resistance in waves of arbitrary heading
description With the current worldwide rules focusing on energy economy and emissions control in marine operations, there is a growing worry about additional resistance in ships travelling in waves. This research aims to solve this issue. The economic and environmental performance of a ship is greatly impacted by increased resistance, especially in low- to moderate-sea states. Not only does it impact speed and power in harsher seas, but it also has an impact on navigational safety, particularly for underpowered boats like tankers and bulk carriers. There has been a trend towards semi-empirical approaches due to the difficulties traditional methods have in estimating additional resistance, particularly in low sea states with shorter waves. Because of nonlinear motion events, the complexity rises at higher sea states. Advances in numerical technologies, such Computational Fluid Dynamics, have been limited by recent investigations indicating a need for further development. Therefore, the objective of the study is to make a contribution to this subject by improving the precision and dependability of additional resistance forecasts under different sea conditions. More emphasis will be given to creating an extensive experimental database in order to do this, since it is essential for verifying and improving both sophisticated numerical simulations and more basic empirical models. Inherently difficult to measure additional resistance will be addressed by the research, including errors from small measured amounts and incident wave quality in experimental settings. Furthermore, the research will tackle pragmatic concerns including diverse methodologies for measurement, dimensions of models, and the consequences of executing experiments in diverse settings. The scale effect on additional resistance tests will also be investigated, especially in cases where viscosity is an important factor. Thus, the project's goal is to produce more precise and dependable data for both regular waves by addressing these elements. This will aid in the creation of more advanced prediction tools for enhanced resistance in ship design and operation.
author2 Liu Shukui
author_facet Liu Shukui
Sushanth, Shreya
format Final Year Project
author Sushanth, Shreya
author_sort Sushanth, Shreya
title Regression analysis of experimental data for added resistance in waves of arbitrary heading
title_short Regression analysis of experimental data for added resistance in waves of arbitrary heading
title_full Regression analysis of experimental data for added resistance in waves of arbitrary heading
title_fullStr Regression analysis of experimental data for added resistance in waves of arbitrary heading
title_full_unstemmed Regression analysis of experimental data for added resistance in waves of arbitrary heading
title_sort regression analysis of experimental data for added resistance in waves of arbitrary heading
publisher Nanyang Technological University
publishDate 2024
url https://hdl.handle.net/10356/177506
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