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Research on Bulbous Bow Optimization Based on the Improved PSO Algorithm 被引量:5

Research on Bulbous Bow Optimization Based on the Improved PSO Algorithm
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摘要 In order to reduce the total resistance of a hull, an optimization framework for the bulbous bow optimization was presented. The total resistance in calm water was selected as the objective function, and the overset mesh technique was used for mesh generation. RANS method was used to calculate the total resistance of the hull. In order to improve the efficiency and smoothness of the geometric reconstruction, the arbitrary shape deformation (ASD) technique was introduced to change the shape of the bulbous bow. To improve the global search ability of the particle swarm optimization (PSO) algorithm, an improved particle swarm optimization (IPSO) algorithm was proposed to set up the optimization model. After a series of optimization analyses, the optimal hull form was found. It can be concluded that the simulation based design framework built in this paper is a promising method for bulbous bow optimization. In order to reduce the total resistance of a hull, an optimization framework for the bulbous bow optimization was presented. The total resistance in calm water was selected as the objective function, and the overset mesh technique was used for mesh generation. RANS method was used to calculate the total resistance of the hull. In order to improve the efficiency and smoothness of the geometric reconstruction, the arbitrary shape deformation (ASD) technique was introduced to change the shape of the bulbous bow. To improve the global search ability of the particle swarm optimization (PSO) algorithm, an improved particle swarm optimization (IPSO) algorithm was proposed to set up the optimization model. After a series of optimization analyses, the optimal hull form was found. It can be concluded that the simulation based design framework built in this paper is a promising method for bulbous bow optimization.
出处 《China Ocean Engineering》 SCIE EI CSCD 2017年第4期487-494,共8页 中国海洋工程(英文版)
基金 financially supported by the National Natural Science Foundation of China(Grant No.51009087) the National Science Foundation of Shanghai(Grant No.14ZR1419500)
关键词 bulbous bow overset mesh RANS method ASD technique IPSO algorithm bulbous bow, overset mesh, RANS method, ASD technique, IPSO algorithm
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