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Predicting delamination of composite laminates using an imaging approach

机译:使用成像方法预测复合材料层压板的分层

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The present work concerns the development of a Lamb-wave-based imaging approach with the capacity to visually pinpoint structural damage, if any, in terms of the probability of damage occurrence at all spatial positions of the structure under inspection. To establish such probabilities, individual sensors of an active sensor network contributed their perceptions as to the damage occurrence near them using the signal feature time-of-flight (ToF) extracted from captured Lamb wave signals. All these perceptions were then fused by virtue of an image arithmetic algorithm. The prediction results were presented in an image where the location and size of all the damage instances in the structure became intuitional, rather than provided with definitive damage parameters. Such a probability-based imaging approach is by nature more consistent with the implication of prediction or estimation of damage than traditional identification endeavours. The effectiveness of the approach was experimentally demonstrated by predicting delamination in carbon-fibre-reinforced epoxy (CF/EP) laminates.
机译:目前的工作涉及基于兰姆波的成像方法的发展,该方法能够根据受检结构在所有空间位置发生损坏的可能性,直观地确定结构损坏(如果有)。为了建立这样的概率,主动传感器网络的各个传感器使用从捕获的兰姆波信号中提取的信号特征飞行时间(ToF)来贡献他们对附近损坏发生的感知。然后,借助图像算法将所有这些感知融合在一起。预测结果显示在图像中,在该图像中,结构中所有损坏实例的位置和大小都变得直观,而不是提供确定的损坏参数。与传统的识别工作相比,这种基于概率的成像方法从本质上讲更符合损伤的预测或估计。通过预测碳纤维增强环氧树脂(CF / EP)层压板的分层,实验证明了该方法的有效性。

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