Surrogate-Based Multidisciplinary Design Optimization of an Autonomous Underwater Vehicle Hull

Xu Chen, Peng Wang, Daiyu Zhang
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引用次数: 1

Abstract

This paper performed multidisciplinary design optimization (MDO) of an AUV hull to minimize the energy consumption for sailing. The hull is decomposed into two disciplines and a multidisciplinary optimization problem is built. Multidisciplinary design feasible (MDF) architecture is adopted for optimization. A CFD-based analysis framework is proposed for resistance calculation of sample points in the hydrodynamics discipline and then a Kriging surrogate model is constructed. The optimal design of AUV hull is obtained and the computational cost is quite low with few high-fidelity CFD simulations.
基于代理的自主水下航行器船体多学科设计优化
本文对水下航行器船体进行多学科设计优化,使其在航行过程中能量消耗最小化。将船体分解为两个学科,建立了一个多学科优化问题。采用多学科设计可行性(MDF)架构进行优化。在流体力学中,提出了一种基于cfd的样本点阻力计算分析框架,并建立了Kriging代理模型。通过很少的高保真CFD仿真,得到了水下航行器船体的最优设计,计算成本很低。
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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