基于代理的自主水下航行器船体多学科设计优化

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

摘要

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