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Design optimization of mooring system: An application to a vessel-shaped offshore fish farm

机译:系泊系统的设计优化:在船形近海养鱼场中的应用

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Design optimization of mooring systems of offshore floating structures is a challenging task, partly because of the large number of design variables, complicated design constraints, nonlinear system behavior, and time-consuming numerical simulations. For engineering designs, efficient yet accurate approaches are needed. This paper proposes an integrated optimization methodology for design of mooring systems. The methodology integrates the design of experiments, screening analysis, time-domain simulations, and a metamodel-based optimization procedure. To demonstrate the methodology, the mooring system of a vessel-shaped offshore fish farm was designed considering the ultimate limit state. The fully-coupled numerical model includes a floater, flexible fish cages and a single-point mooring system. The Kriging metamodels were applied as surrogates for the responses of time-domain simulations. The optimal solutions were found by exploring the design space using a gradient-based search algorithm. Validations were performed on the metamodels and the global optimal solutions. The proposed methodology is also applicable to design optimization of other marine structures.
机译:海上浮式结构的系泊系统的设计优化是一项艰巨的任务,部分原因是设计变量众多,设计约束复杂,非线性系统行为以及耗时的数值模拟。对于工程设计,需要有效而准确的方法。本文提出了一种用于系泊系统设计的综合优化方法。该方法集成了实验设计,筛选分析,时域模拟和基于元模型的优化程序。为了演示该方法,设计了一种考虑最终极限状态的船形近海鱼场的系泊系统。全耦合数值模型包括一个漂浮物,灵活的鱼笼和一个单点系泊系统。克里格元模型被用作时域模拟响应的替代物。通过使用基于梯度的搜索算法探索设计空间来找到最佳解决方案。对元模型和全局最优解进行了验证。所提出的方法也适用于其他海洋结构的设计优化。

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