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Free Vibration Analysis and Design Optimization of Nanocomposite-Laminated Beams Using Various Higher Order Beam Theories and Imperialist Competitive Algorithm

机译:纳米复合材料层合梁自由振动分析及高阶梁理论的优化设计

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In this article, two goals are followed. First, free vibrations of laminated beams reinforced by Single-Walled Carbon Nanotubes (SWCNTs) are studied based on various Higher order Shear Deformation Beam Theories (HSDBTs) and using an analytical method. The SWCNTs are assumed to be aligned and straight with a uniform layout. The extended rule of mixture is applied to describe the effective material properties of the structure. The natural frequencies of the nanocomposite beam are compared with the existing solutions to verify the validity of the theories. Results show the simplicity and accuracy of the method for free vibration analysis of nanocomposite beams. The effects of Carbon Nanotube (CNT) volume fractions in the layers and span-to-depth ratio on the fundamental frequency of the structure are also studied. As for the second goal of this study, optimization of nanocomposite-laminated beams is presented. The main objective of the optimization problem is maximizing the fundamental frequency of the structure. The total amount of CNT in the structure is considered as a constraint on the optimization problem. The primary optimization variables are the values of CNT volume fraction in layers of a 10-layer laminated nanocomposite beam. Since the search space of the optimization problem is large, the optimization processes becomes so complicated and time consuming. Thus, a novel meta-heuristic approach called Imperialist Competitive Algorithm (ICA), which is a socio-politically motivated global search strategy, is applied to find the optimal solution. Results show the success of ICA for the design of nanocomposite structures. (C) 2015 Society of Plastics Engineers
机译:在本文中,遵循两个目标。首先,基于各种高阶剪切变形梁理论(HSDBT)并使用分析方法,研究了单壁碳纳米管(SWCNT)增强的层合梁的自由振动。假定SWCNT排列整齐且笔直。扩展的混合规则用于描述结构的有效材料特性。将纳米复合材料束的固有频率与现有解决方案进行比较,以验证该理论的有效性。结果显示了纳米复合材料梁自由振动分析方法的简便性和准确性。还研究了层中碳纳米管(CNT)的体积分数和跨深比对结构基频的影响。关于本研究的第二个目标,提出了纳米复合材料层合梁的优化方法。优化问题的主要目的是使结构的基频最大化。结构中CNT的总量被认为是优化问题的限制。主要的优化变量是10层层压纳米复合材料束中各层中CNT体积分数的值。由于优化问题的搜索空间很大,因此优化过程变得如此复杂且耗时。因此,一种名为帝国主义竞争算法(ICA)的新颖元启发式方法(它是一种社会政治动机的全局搜索策略)被用于找到最佳解决方案。结果表明,ICA在纳米复合材料结构设计方面取得了成功。 (C)2015年塑料工程师学会

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