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Design optimization of composites using genetic algorithms and failure mechanism based failure criterion

机译:基于遗传算法和基于破坏机理的破坏准则的复合材料设计优化

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摘要

In this paper, minimum weight design of composite laminates is presented using the failure mechanism based (FMB), maximum stress and Tsai-Wu failure criteria. The objective is to demonstrate the effectiveness of the newly proposed FMB failure criterion (FMBFC) in composite design. The FMBFC considers different failure mechanisms such as fiber breaks, matrix cracks, fiber compressive failure, and matrix crushing which are relevant for different loading conditions. A genetic algorithm is used for the optimization study. The Tsai-Wu failure criterion over predicts the weight of the laminate by up to 86% in the third quadrant of the failure envelope compared to FMB and maximum stress failure criteria, when the laminate is subjected to compressive-compressive loading. It is found that the FMB and maximum stress failure criteria give comparable weight estimates. The FMBFC can be considered for use in the strength design of composite structures.
机译:在本文中,使用基于破坏机制(FMB),最大应力和蔡-吴破坏准则,提出了复合材料层压板的最小重量设计。目的是证明新提出的FMB失效准则(FMBFC)在复合设计中的有效性。 FMBFC考虑了不同的破坏机制,例如纤维断裂,基体裂纹,纤维压缩破坏和基体破碎,这与不同的载荷条件有关。遗传算法用于优化研究。与FMB和最大应力破坏标准相比,当层压板承受压缩-压缩载荷时,Tsai-Wu破坏标准可以预测层压板在破坏包络线第三象限中的重量最多可达到86%。发现FMB和最大应力破坏标准给出了可比的重量估计。可以考虑将FMBFC用于复合结构的强度设计。

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