A Statistical Approach for Optimizing the Fracture Toughness of a Composite Laminate

A. Tekkam, A. Pelegri
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引用次数: 1

Abstract

Delamination is one of the most critical failure modes in laminated composite structures due to its abrupt and damaging character. In the present investigation a methodology is developed using Designed Experiments and Taguchi concepts to analyze the contribution and significance of several factors to the mode I delamination fracture toughness of a composite structure. The factors tested were selected based on their degree of influence on the fracture toughness and their tailoring adjustability. Considering these two criteria, the most important factors in optimizing a laminate's strength include crack (delamination) length, stacking sequence, width, thickness, and length of the structure. Most importantly, the effect of their first order interactions, i.e., concurrent effect, on a damaged laminate is investigated. All the factors are regarded at two levels and a Fractional Factorial experiment is conducted. Taguchi arrays are used to select the combination of factors that will maximize the amount of information from the minimum number of experiments. The idea of significant factors and their interactions is then used to obtain a response surface equation. Estimation of the structure's interlaminar fracture toughness follows once the response surface equation is identified. The developed methodology significantly reduces the required number of experiments and qualitatively describes the effect of various factors, and their interactions, on the fracture toughness. Experimental and analytical results, employing the optimal combination of factors as determined by the presented method, are in good agreement.
优化复合材料层合板断裂韧性的统计方法
分层是复合材料层合结构中最重要的破坏形式之一,具有突发性和破坏性。本研究采用设计实验和田口概念建立了一种方法,分析了几个因素对复合材料结构I型分层断裂韧性的贡献和意义。根据各因素对断裂韧性的影响程度和裁剪可调节性进行选择。考虑到这两个标准,优化层压板强度的最重要因素包括裂纹(分层)长度、堆叠顺序、宽度、厚度和结构长度。最重要的是,研究了它们的一阶相互作用,即并发效应对损伤层板的影响。在两个水平上考虑所有因素,并进行了分数析因实验。田口阵列是用来选择的因素组合,将最大限度地从最少的实验数量的信息量。然后利用显著因子及其相互作用的思想得到响应面方程。一旦确定了响应面方程,就可以估计结构的层间断裂韧性。所开发的方法大大减少了所需的实验次数,定性地描述了各种因素及其相互作用对断裂韧性的影响。采用该方法确定的最优因素组合,实验结果与分析结果一致。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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