Hull form optimization of a cargo ship for reduced drag

被引:0
|
作者
Fuxin Huang
Chi Yang
机构
[1] George Mason University,Department of Physics and Astronomy
来源
Journal of Hydrodynamics | 2016年 / 28卷
关键词
simulation based design; ship hull form optimization; drag reduction; radial basis function; surrogate model; Neumann-Michell theory;
D O I
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中图分类号
学科分类号
摘要
Hydrodynamic optimization of the hull forms can be realized through the implementation and integration of computational tools that consist of a hydrodynamic module, a hull surface representation and modification module, and an optimization module. In the present paper, a new bulbous bow generation and modification technique has been developed and integrated into the hull surface representation and modification module. A radial basis function based surrogate model is developed to approximate the objective functions and reduce the computing cost. A multi-objective artificial bee colony optimization algorithm is implemented and integra- ted into the optimization module. To illustrate the integrated hydrodynamic optimization tools, a cargo ship is optimized for reduced drag. The optimal hull forms obtained are then validated computationally and experimentally. Validation results show that the prese- nt tools can be used efficiently and effectively in the simulation based design of the hull forms for reduced drag.
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页码:173 / 183
页数:10
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