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首页> 外文期刊>Proceedings of the Institution of Mechanical Engineers, Part C. Journal of mechanical engineering science >Optimal design of laminated composite plates for maximum buckling load using genetic algorithm
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Optimal design of laminated composite plates for maximum buckling load using genetic algorithm

机译:基于遗传算法的最大屈曲载荷叠层复合板的优化设计

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摘要

An optimization procedure using a genetic algorithm (GA) is proposed to determine the optimal stacking sequence of laminated composite plates for the maximum buckling load under several different loadings, such as uniaxial compression, shear, biaxial compression, and the combination of shear and biaxial loadings. A series of optimal design is conducted for composite laminates having different aspect ratios, load conditions, and number of plies. Critical buckling load is taken as fitness function and fibre orientations are taken as design variables. A performance index is introduced to represent the effectiveness of optimal design with respect to worst case design. Then, for uniaxial compression loading, postbuckling behaviour is analysed numerically for the optimally designed composite plates as well as the worst case design composite plate. It shows the outstanding postbuckling performance of one of the optimally designed composite plates against the worst case design composite plate. Also, a GA finds the global solution without requiring auxiliary information such as derivatives of the objective function.
机译:提出了使用遗传算法(GA)的优化程序来确定层压复合板在几种不同载荷(例如单轴压缩,剪切,双轴压缩以及剪切和双轴载荷的组合)下的最大屈曲载荷的最佳堆叠顺序。 。针对具有不同长宽比,负载条件和层数的复合层压板,进行了一系列优化设计。临界屈曲载荷作为适应度函数,纤维方向作为设计变量。引入性能指标来表示相对于最坏情况设计的最佳设计效果。然后,对于单轴压缩载荷,对优化设计的复合板以及最坏情况设计的复合板的屈曲后的行为进行了数值分析。它显示了最佳设计的复合板之一与最坏情况的设计复合板相比出色的后屈曲性能。而且,GA可以找到全局解决方案,而无需诸如目标函数的导数之类的辅助信息。

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