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Applicability of a set of tomographic reconstruction algorithms for quantitative SPECT on irradiated nuclear fuel assemblies

机译:一套层析重建算法在辐照核燃料组件上定量SPECT的适用性

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摘要

A fuel assembly operated in a nuclear power plant typically contains 100–300 fuel rods, depending on fuel type, which become strongly radioactive during irradiation in the reactor core. For operational and security reasons, it is of interest to experimentally deduce rod-wise information from the fuel, preferably by means of non-destructive measurements. The tomographic SPECT technique offers such possibilities through its two-step application; (1) recording the gamma-ray flux distribution around the fuel assembly, and (2) reconstructing the assembly׳s internal source distribution, based on the recorded radiation field. In this paper, algorithms for performing the latter step and extracting quantitative relative rod-by-rod data are accounted for. As compared to application of SPECT in nuclear medicine, nuclear fuel assemblies present a much more heterogeneous distribution of internal attenuation to gamma radiation than the human body, typically with rods containing pellets of heavy uranium dioxide surrounded by cladding of a zirconium alloy placed in water or air. This inhomogeneity severely complicates the tomographic quantification of the rod-wise relative source content, and the deduction of conclusive data requires detailed modelling of the attenuation to be introduced in the reconstructions. However, as shown in this paper, simplified models may still produce valuable information about the fuel. Here, a set of reconstruction algorithms for SPECT on nuclear fuel assemblies are described and discussed in terms of their quantitative performance for two applications; verification of fuel assemblies׳ completeness in nuclear safeguards, and rod-wise fuel characterization. It is argued that a request not to base the former assessment on any a priori information brings constraints to which reconstruction methods that may be used in that case, whereas the use of a priori information on geometry and material content enables highly accurate quantitative assessment, which may be particularly useful in the latter application. Two main classes of algorithms are covered; (1) analytic filtered back-projection algorithms, and (2) a group of model-based or algebraic algorithms. For the former class, a basic algorithm has been implemented, which does not take attenuation in the materials of the fuel assemblies into account and which assumes an idealized imaging geometry. In addition, a novel methodology has been presented for introducing a first-order correction to the obtained images for these deficits; in particular, the effects of attenuation are taken into account by modelling the response for an object with a homogeneous mix of fuel materials in the image area. Neither the basic algorithm, nor the correction method requires prior knowledge of the fuel geometry, but they result in images of the assembly׳s internal activity distribution. Image analysis is then applied to deduce quantitative information. Two algebraic algorithms are also presented, which model attenuation in the fuel assemblies to different degrees; either assuming a homogenous mix of materials in the image area without a priori information or utilizing known information of the assembly geometry and of its position in the measuring setup for modelling the gamma-ray attenuation in detail. Both algorithms model the detection system in detail. The former algorithm returns an image of the cross-section of the object, from which quantitative information is extracted, whereas the latter returns conclusive relative rod-by-rod data. Here, all reconstruction methods are demonstrated on simulated data of a 96-rod fuel assembly in a tomographic measurement setup. The assembly was simulated with the same activity content in all rods for evaluation purposes. Based on the results, it is argued that the choice of algorithm to a large degree depends on application, and also that a combination of reconstruction methods may be useful. A discussion on alternative analysis methods is also included.
机译:在核电站中运行的燃料组件通常包含100–300个燃料棒,具体取决于燃料类型,这些燃料棒在反应堆堆芯的辐照过程中会具有强烈的放射性。出于操作和安全的原因,感兴趣的是通过实验优选地通过无损测量从燃料中推导出棒状信息。断层SPECT技术通过其两步应用提供了这种可能性。 (1)记录燃料组件周围的伽马射线通量分布,以及(2)根据记录的辐射场重建组件的内部源分布。在本文中,考虑了用于执行后面的步骤并提取定量的逐个杆相对数据的算法。与SPECT在核医学中的应用相比,核燃料组件对伽马射线的内部衰减分布要比人体多得多,通常情况下,包含重二氧化铀颗粒的棒被包围在水中或水中的锆合金包壳包围空气。这种不均匀性使棒状相对源含量的层析成像定量化变得极为复杂,并且推论性数据的确定需要对衰减进行详细建模,以将其引入到重建中。但是,如本文所示,简化的模型仍可能产生有关燃料的有价值的信息。这里,针对SPECT在核燃料组件上的一组重建算法进行了描述和讨论,涉及两种应用的定量性能。核查燃料组件在核保障体系中的完整性,以及棒状燃料表征。有人争辩说,不以任何先验信息为基础的要求会给在那种情况下可以使用的重建方法带来限制,而使用关于几何形状和材料含量的先验信息可以实现高度准确的定量评估,在后一种应用中可能特别有用。涵盖了两大类算法: (1)解析滤波反投影算法,以及(2)一组基于模型或代数的算法。对于前一类,已实现了一种基本算法,该算法不考虑燃料组件材料的衰减,并且假定了理想的成像几何形状。另外,已经提出了一种新颖的方法,用于针对这些缺陷向获得的图像引入一阶校正。特别地,通过对在图像区域中具有均匀混合的燃料材料的物体的响应进行建模来考虑衰减的影响。基本算法和校正方法都不需要先验燃料几何形状,但它们会产生组件内部活动分布的图像。然后将图像分析应用于推断定量信息。还提出了两种代数算法,它们分别对燃料组件中的衰减进行建模。要么假设没有先验信息的图像区域中材料的均匀混合,要么利用组件几何形状及其在测量设置中的位置的已知信息来详细建模γ射线衰减。两种算法都对检测系统进行了详细建模。前一种算法返回物体横截面的图像,从该图像中提取定量信息,而后一种算法返回结论性的相对杆数据。在这里,所有的重建方法都以层析测量设置中的96杆燃料组件的模拟数据进行了演示。为了评估目的,在所有棒中以相同的活动含量模拟了该组件。根据结果​​,有人认为算法的选择在很大程度上取决于应用程序,并且重构方法的组合可能是有用的。还包括有关替代分析方法的讨论。

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