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Application of Wavelet Parameters for Impact Damage Detection in Plates

机译:小波参数在钢板冲击损伤检测中的应用

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In this study, ultrasonic guided waves were used in a laser vibrometer set-up to measure impact damage responses in carbon fibre epoxy composite plates. The impact energies used resulted in internal delaminations, as well as small hairline cracks observed on the surface. By identifying a change in the baseline signal compared to the damage response signal and quantitatively characterising it, the impact damages in the specimens could be detected. Damage response could be determined from reflected peaks in the signal arriving after the initial pulse; however, the major difference found was a change in signal amplitude. In order to improve the observation of these changes, wavelet analysis was applied to the signals. Wavelet analysis provided efficient means of removing noise in the signals while allowing for useful data to be extracted from both the time and frequency domains. The maximum wavelet coefficient changes were also easily identified after normalisation to allow for the development of a quantitative index that corresponds to the damage. By relating the absorbed impact energy and the physical damage size to this index parameter, a method of characterising the damage was produced. In general, it was also found that the larger the impact energy and therefore the larger the physical damage area, the greater the calculated value of the Damage Index. This thus provides potential means of quantifying the impact damage in composites with improved efficiency compared to raw signals in the time domain.
机译:在这项研究中,在激光振动计装置中使用了超声波导波来测量碳纤维环氧复合材料板的冲击损伤响应。所使用的冲击能导致内部分层以及在表面上观察到的细发丝裂纹。通过识别与损伤响应信号相比基线信号的变化并对其进行定量表征,可以检测出试样中的冲击损伤。损伤响应可以从初始脉冲之后到达的信号的反射峰值中确定。但是,发现的主要区别是信号幅度的变化。为了改善对这些变化的观察,将小波分析应用于信号。小波分析提供了去除信号中噪声的有效方法,同时允许从时域和频域中提取有用的数据。归一化后,最大子波系数的变化也很容易确定,以允许建立对应于损伤的定量指标。通过将吸收的冲击能量和物理损伤大小与该指标参数相关联,可以产生表征损伤的方法。通常,还发现冲击能量越大,因此物理损伤区域越大,损伤指数的计算值就越大。因此,与时域中的原始信号相比,这提供了以更高的效率量化复合材料中冲击破坏的潜在手段。

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