论文标题
从中子bragg边缘数据中恢复应变分布的第二刻
Recovering the second moment of the strain distribution from neutron Bragg edge data
论文作者
论文摘要
逐点应变扫描通常用于绘制工程材料和组件中的残余应力(应变)。但是,量规的体积及其空间分辨率受到定义孔的光束的限制,并且对于非常低和高的衍射(散射)角可能是各向异性的。或者,通过测量Bragg边缘的传播 - 晶体学指纹和形状取决于微结构和应变分布,波长解析的中子传输成像在材料中诱导的残留应变的信息有潜力检索材料中诱导的残留应变的信息。在这种情况下,空间分辨率取决于测量设置的几何模糊和检测器点扩散函数。从数学上讲,应变张量场的重建由纵向射线变换描述。这种转换具有非平凡的空空间,使直接反演不可能。纵向射线变换与物理约束的组合用于重建凸对象中的应变张量场。为了放大身体限制并概括重建,可以采用最近引入的直方图层析成像概念。直方图层析成像依赖于我们在论文中讨论的那样,我们可以解决梁方向上应变分布的能力。更具体地说,布拉格边缘应变层析成像需要提取应变分布的第二矩(零差异),这在实践中尚未证明。在本文中,我们通过实验验证第二刻可以可靠地测量以前表征的铝环和插头样品。我们将实验测量与数值计算进行了比较,并通过严格的不确定性定量对应变分布的均值和方差进行严格的不确定性定量来进一步支持我们的结论。
Point by point strain scanning is often used to map the residual stress (strain) in engineering materials and components. However, the gauge volume and hence spatial resolution is limited by the beam defining apertures and can be anisotropic for very low and high diffraction (scattering) angles. Alternatively, wavelength resolved neutron transmission imaging has a potential to retrieve information tomographically about residual strain induced within materials through measurement in transmission of Bragg edges - crystallographic fingerprints whose locations and shapes depend on microstructure and strain distribution. In such a case the spatial resolution is determined by the geometrical blurring of the measurement setup and the detector point spread function. Mathematically, reconstruction of strain tensor field is described by the longitudinal ray transform; this transform has a non-trivial null-space, making direct inversion impossible. A combination of the longitudinal ray transform with physical constraints was used to reconstruct strain tensor fields in convex objects. To relax physical constraints and generalise reconstruction, a recently introduced concept of histogram tomography can be employed. Histogram tomography relies on our ability to resolve the distribution of strain in the beam direction, as we discuss in the paper. More specifically, Bragg edge strain tomography requires extraction of the second moment (variance about zero) of the strain distribution which has not yet been demonstrated in practice. In this paper we verify experimentally that the second moment can be reliably measured for a previously well characterised aluminium ring and plug sample. We compare experimental measurements against numerical calculation and further support our conclusions by rigorous uncertainty quantification of the estimated mean and variance of the strain distribution.