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Structural strength and laminate optimization of self-twisting composite hydrofoils using a Genetic Algorithm

机译:基于遗传算法的自捻复合水翼的结构强度和层合优化

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This paper presents a novel optimisation scheme using a Genetic Algorithm (GA) to produce a shape-adaptable composite hydrofoil. Importantly the scheme included additional constraints that ensure that the hydrofoils produced were able to be manufactured and have sufficient structural integrity to allow hydrodynamic testing in a cavitation tunnel. Hydrofoils optimised by this scheme were then manufactured using a closed mould Resin Transfer Moulding (RTM) process. Experimental modal analysis (EMA) as well as static cantilever load tests was then performed on the hydrofoils to characterise their mechanical response. The EMA results showed that the hydrofoils could be produced with excellent reproducibility with differences in natural frequencies in the order of 1%. The static cantilever results showed the predicted shape change occurred under load and that the hydrofoils had sufficient strength to permit hydrodynamic testing. The results obtained were also used to validate the Finite Element Analysis (FEA) approached used to predict the hydrofoils structural response. Crown Copyright (C) 2017 Published by Elsevier Ltd. All rights reserved.
机译:本文提出了一种使用遗传算法(GA)来生产形状适应性复合翼型的新型优化方案。重要的是,该方案还包括其他限制条件,以确保所生产的水翼能够被制造并具有足够的结构完整性,以允许在气蚀隧道中进行水动力测试。然后使用闭模树脂传递模塑(RTM)工艺制造通过该方案优化的水翼。然后对水翼进行了实验模态分析(EMA)以及静态悬臂载荷测试,以表征其机械响应。 EMA结果表明,可以以极佳的重现性生产水箔,其固有频率差异约为1%。静态悬臂梁结果表明,在载荷作用下会发生预计的形状变化,并且水翼具有足够的强度以进行水动力测试。获得的结果还用于验证用于预测水翼结构响应的有限元分析(FEA)。 Crown版权所有(C)2017,由Elsevier Ltd.出版。保留所有权利。

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