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Fracture mechanics test standards for fiber-reinforced polymer composites: Suggestions for adapting them to Industry 4.0 and the digital age

机译:纤维增强聚合物复合材料的断裂力学试验标准:适应行业4.0和数字时代的建议

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Fracture mechanics is expected to play an increasingly important role in design and development of components or structural elements made of fiber-reinforced polymer-matrix (FRP) composites, e.g., from carbon fiber epoxy. Test standard development in this sector has been slow. However, there are additional issues that impede implementation of the existing standards in Industry 4.0 and the digital age test facilities. Selected examples focus on recent developments in digital technologies, specifically imaging and image analysis and use of nondestructive test methods as well as handling of big data. Using these tools will reduce scatter (e.g., in determination of delamination lengths) and dependence on operator experience or qualification (i.e., the "human factor"). Further aspects discussed are automated data analysis and data fitting for evaluating materials properties, or for providing data for modelling and simulation of fracture behavior. It is argued that test set-ups with non-destructive delamination monitoring combined with automated analysis will efficiently provide reliable data for fracture mechanics based FRP structural design. Such data can also be compiled in data bases, e.g., for suppliers' data sheets or for comparing different FRP composites for use in structural applications. This is expected to have effects on the quality of data and on the test requirements as well as the related cost.
机译:预计骨折力学将在由纤维增强聚合物 - 基质(FRP)复合材料制成的组件或结构元件的设计和开发中起着越来越重要的作用,例如,来自碳纤维环氧树脂。该行业的测试标准开发一直很慢。但是,还有其他问题,妨碍了行业4.0和数字时代测试设施的现有标准。所选示例侧重于数字技术的最新发展,特别是成像和图像分析以及非破坏性测试方法的使用以及对大数据的处理。使用这些工具将减少散射(例如,在确定分层长度)和依赖于操作员经验或资格的依赖(即“人为因子”)。讨论的其他方面是用于评估材料特性的自动数据分析和数据拟合,或用于提供用于建模和模拟裂缝行为的数据。有人认为,具有非破坏性分层监测的测试设置与自动分析相结合,将有效地为基于FRP结构设计的裂缝力学提供可靠的数据。这些数据也可以在数据基础中编译,例如,对于供应商的数据表,或者用于比较不同的FRP复合材料以用于结构应用。这有望对数据质量和测试要求以及相关成本产生影响。

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