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Detection of stiffness reductions in laminated composite plates from their dynamic response using the microgenetic algorithm

机译:使用微遗传算法从层压板的动态响应中检测刚度减小

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摘要

In this study, we investigate a method to detect damage in a laminated composite structure by analyzing its dynamic response to impact loads. The combined finite element method (FEM) with seven degrees of freedom (DOF) and the advanced microgenetic algorithm described in this paper may allow us not only to detect the damaged elements but also to find their locations and the extent of damage. A high order shear deformation theory (HSDT) is used to predict the structural behavior and to detect damage of laminated composite plates. The effects of noise associated with the uncertainty of measurements due to the complex nature of composites are considered for [0/90] s and [±45] s layup sequences. The results indicate that the new method is computationally efficient in characterizing damage for complex structures such as laminated composites.
机译:在这项研究中,我们研究了一种通过分析其对冲击载荷的动态响应来检测层压复合结构中损伤的方法。结合本文所述的七自由度有限元方法(FEM)和先进的微遗传算法,我们不仅可以检测到损坏的元件,而且可以找到它们的位置和损坏程度。高阶剪切变形理论(HSDT)用于预测结构行为并检测层压复合板的损伤。对于[0/90] s 和[±45] s 叠加序列,考虑了由于复合材料的复杂性导致的与测量不确定性相关的噪声影响。结果表明,该新方法在表征复杂结构(如层压复合材料)的损伤方面具有较高的计算效率。

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