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Computational Fluid Dynamics Based Bulbous Bow Optimization Using a Genetic Algorithm 被引量:5

Computational Fluid Dynamics Based Bulbous Bow Optimization Using a Genetic Algorithm
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摘要 Computational fluid dynamics (CFD) plays a major role in predicting the flow behavior of a ship. With the development of fast computers and robust CFD software, CFD has become an important tool for designers and engineers in the ship industry. In this paper, the hull form of a ship was optimized for total resistance using CFD as a calculation tool and a genetic algorithm as an optimization tool. CFD based optimization consists of major steps involving automatic generation of geometry based on design parameters, automatic generation of mesh, automatic analysis of fluid flow to calculate the required objective/cost function, and finally an optimization tool to evaluate the cost for optimization. In this paper, integration of a genetic algorithm program, written in MATLAB, was carried out with the geometry and meshing software GAMBIT and CFD analysis software FLUENT. Different geometries of additive bulbous bow were incorporated in the original hull based on design parameters. These design variables were optimized to achieve a minimum cost function of "total resistance". Integration of a genetic algorithm with CFD tools proves to be effective for hull form ootimization.
出处 《Journal of Marine Science and Application》 2012年第3期286-294,共9页 船舶与海洋工程学报(英文版)
关键词 bulbous bow genetic algorithm computational fluid dynamics (CFD) total resistance 计算流体动力学 遗传算法 优化利用 球鼻艏 CFD软件 优化工具 船舶行业 几何形状
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