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A Statistical Study of Fatigue Life Prediction of Fibre Reinforced Polymer Composites

机译:纤维增强聚合物复合材料疲劳寿命预测的统计研究

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摘要

In this study, the tension-tension fatigue response of bidirectional woven E-glass fibre reinforced unsaturated polyester composites was experimentally determined. The composite parts were produced via continuous laminating process. The probabilistic fatigue life distribution of the produced composites at various constant stress levels was then modelled, based on the two-parameter Weibull approach. A variety of different methods including graphical, method of moments and the maximum likelihood were conducted to predict the Weibull parameters. For the sake of reliability, the composite fatigue life data gathered at each constant stress level were correlated with the approvals of Kolmogorov-Smirnow goodness-of-fit test. Furthermore, the two parameter Weibull approach was utilized to relate the composite failure probability to the number of fatigue cycles that the composite withstands under a given load. As a result, the two-parameter Weibull approach has proved to be an efficient statistical tool to assess the reliability of polymer composite structures.
机译:在这项研究中,实验确定了双向编织的E-玻璃纤维增​​强的不饱和聚酯复合材料的拉伸-拉伸疲劳响应。复合部件通过连续层压工艺生产。然后,基于两参数威布尔方法,对所生产的复合材料在各种恒定应力水平下的概率疲劳寿命分布进行建模。进行了多种不同方法的预测,包括图形,矩量法和最大似然法,以预测威布尔参数。为了可靠起见,将在每个恒定应力水平下收集的复合材料疲劳寿命数据与Kolmogorov-Smirnow拟合优度检验的批准相关联。此外,使用了两个参数的Weibull方法将复合材料失效概率与复合材料在给定载荷下承受的疲劳周期数相关联。结果,两参数威布尔方法已被证明是评估聚合物复合材料结构可靠性的有效统计工具。

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