首页> 外文会议>International conference on experimental mechanics >PERFORMANCE EVALUATION OF THE CORRELATION AND SMOOTHING METHODS OF THE DIGITAL IMAGE CORRELATION AND ITS APPLICATION TO THE OPENING SPECIMENS
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PERFORMANCE EVALUATION OF THE CORRELATION AND SMOOTHING METHODS OF THE DIGITAL IMAGE CORRELATION AND ITS APPLICATION TO THE OPENING SPECIMENS

机译:数字图像相关性和平滑方法的性能评估及其在开放标本中的应用

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Digital Image Correlation (DIC) has been known as one of the non-intrusive experimental methods in solid mechanics. This method has several advantages such as full-field examination, robustness of the algorithms, and the instantaneous visualization of the results. The key of this method is to find the displacement vectors by using a certain correlation method. In this paper, two correlation methods are performed and evaluated, i.e. cross-correlation and FFT (Fast Fourier Transformation) correlation. Performance of these methods in term of error analysis and processing time wre evaluated. Error analysis was performed by using self-generated artificial images with several desired parameters. The results showed that the cross-correlation has less fluctuation results and more constant accuracy. The average processing time of FFT technique is 64% of the cross correlaton. Smoothing algorithms are applied to the displacement results. The results of the smoothing process are compared to the original one to verify the effect of the algorithms. This smoothing process is the important step if the derivative parameters of the displacements such as stress and strain distribution need to be obtained. The complete DIC algorithms are then applied to measure the displacements of the plate with circular and rectangular opening specimens by using experimental images. The result showed that this technique can produce displacement field with good accuracy.
机译:数字图像相关性(DIC)已被称为固体力学中的非侵入性实验方法之一。这种方法具有许多优势,例如全场检查,算法的鲁棒性以及结果的即时可视化。该方法的关键是使用某种相关方法来找到位移矢量。在本文中,执行和评估了两种相关方法,即互相关和FFT(快速傅立叶变换)相关。评估了这些方法在错误分析和处理时间方面的性能。通过使用具有几个所需参数的自生人造图像进行误差分析。结果表明,互相关具有较小的波动结果,并且具有较高的恒定精度。 FFT技术的平均处理时间是互相关子的64%。平滑算法应用于位移结果。将平滑过程的结果与原始结果进行比较,以验证算法的效果。如果需要获得位移的导数参数(例如应力和应变分布),则此平滑过程是重要的步骤。然后,使用实验图像,将完整的DIC算法应用于测量带有圆形和矩形开口样品的板的位移。结果表明,该技术可以产生较高的位移场。

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