Research on the design and optimization of the single-jet volute for the baseplate omnidirectional waterjet

IF 4.6 2区 工程技术 Q1 ENGINEERING, CIVIL
Zhourui Li, Jiangming Ding, Jianhua Zhang
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引用次数: 0

Abstract

The volute is essential for thrust generation and omnidirectional steering in the baseplate omnidirectional waterjet. The current volute design faces two challenges: insufficient documentation on design methodologies and structural complexity in widely-used three-jet volutes, increasing production challenges and costs. This paper presents an optimization of the single-jet volute design in baseplate omnidirectional waterjets to enhance performance. (1) A typical three-jet volute baseplate omnidirectional waterjet is utilized as the prototype. The improved single-jet volute is geometrically modelled and parameterized. (2)The single-jet volute design parameter space is constructed using Latin Hypercube Sampling (LHS). (3) The RANS viscous flow method is employed to obtain the propulsion performance indicators of the sample space. (4) The multilayer perceptron (MLP) neural network has been used to expand the sample space. (5)The Non-Dominated Sorting Genetic Algorithm III (NSGA-III) is used to determine the optimal volute design parameter combination. The optimized single-jet volute, simpler than the three-jet volute, exhibits superior propulsion performance. The single-jet volute reduces shaft power by 3.7 % and increases the thrust-to-power ratio Fx/P by approximately 5.1 % compared to the three-jet volute, while its simplified structure lowers manufacturing costs. The findings of this paper can serve as a reference for design optimization of this specialized propulsion system.
底板全向水射流单射流蜗壳的设计与优化研究
在底板全向水射流中,蜗壳是产生推力和实现全向转向的关键部件。目前的蜗壳设计面临着两大挑战:设计方法的文献不足和广泛使用的三喷嘴蜗壳结构的复杂性,增加了生产挑战和成本。本文对底板全向水射流中的单射流蜗壳进行了优化设计,以提高其性能。(1)以典型的三射流蜗壳底板全向水射流为原型。对改进后的单射流蜗壳进行了几何建模和参数化。(2)利用拉丁超立方体采样(LHS)构造了单射流蜗壳设计参数空间。(3)采用RANS粘性流动法获得样本空间的推进性能指标。(4)采用多层感知器(MLP)神经网络扩展样本空间。(5)采用非支配排序遗传算法III (NSGA-III)确定蜗壳最优设计参数组合。优化后的单喷流蜗壳比三喷流蜗壳更简单,具有更好的推进性能。与三喷嘴蜗壳相比,单喷嘴蜗壳的轴功率降低了3.7%,推力功率比Fx/P提高了约5.1%,同时其简化的结构降低了制造成本。研究结果可为该专用推进系统的优化设计提供参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Ocean Engineering
Ocean Engineering 工程技术-工程:大洋
CiteScore
7.30
自引率
34.00%
发文量
2379
审稿时长
8.1 months
期刊介绍: Ocean Engineering provides a medium for the publication of original research and development work in the field of ocean engineering. Ocean Engineering seeks papers in the following topics.
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