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Contact phenomena between load-bearing skeletons of bowed fuel assemblies in PWRs with mixed cores 混合堆芯压水堆中弓形燃料组件承重骨架之间的接触现象
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-16 DOI: 10.1016/j.pnucene.2024.105519
V. Zeman, Z. Hlaváč, Š. Dyk
The paper presents a comprehensive method for modelling contact interactions between two different types of fuel assemblies within a mixed core. Particular emphasis is placed on the hexagonal fuel assemblies commonly found in VVER reactors. The presence of bowed fuel assemblies may induce mutual contact, resulting in temporary or permanent contact conditions. This interaction, in conjunction with the vibration of core components, can lead to fretting wear of the load-bearing skeletons of fuel assemblies. By using the proposed computational model and experimentally estimated fretting wear parameters, the method allows detailed analysis of fretting wear as a function of various factors. These factors include operating conditions, distribution of fuel assembly types within the mixed core, burn-up state of contacting assemblies and the shape of their static deformation.
本文介绍了一种用于模拟混合堆芯内两种不同类型燃料组件之间接触相互作用的综合方法。其中特别强调了 VVER 反应堆中常见的六边形燃料组件。弓形燃料组件的存在可能会引起相互接触,导致暂时或永久的接触条件。这种相互作用与堆芯部件的振动一起,会导致燃料组件承重骨架的摩擦磨损。通过使用提出的计算模型和实验估算的摩擦磨损参数,该方法可以详细分析摩擦磨损与各种因素的关系。这些因素包括运行条件、混合堆芯内燃料组件类型的分布、接触组件的烧损状态及其静态变形形状。
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引用次数: 0
Promoting regulatory acceptance of combined ion and neutron irradiation testing of nuclear reactor materials: Modeling and software considerations 促进监管机构接受对核反应堆材料进行离子和中子联合辐照试验:建模和软件考虑因素
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-14 DOI: 10.1016/j.pnucene.2024.105518
Andrea M. Jokisaari , Stephen Taller , Yiren Chen , Wei-Ying Chen , Rongjie Song
As the needs for the nuclear energy industry continue to evolve in the 21st century, timely adoption of new technological solutions acceptable to regulatory agencies is critical. Quantitative prediction of radiation damage in materials and its impact on mechanical properties is a key component of licensing and regulatory decisions regarding nuclear power plants. Accelerated testing methodologies such as combined ion and neutron irradiation data sets are crucial for the development and deployment of new materials and new manufacturing methods (e.g., additive manufacturing). However, regulatory acceptance of accelerated testing methodologies is necessary for their adoption. The present work discusses the fundamental basis for comparing ion- and neutron-induced material microstructures, the theory behind interpreting radiation damage across length and time scales and radiation types, and the codes, standards, and quality assurance concerns surrounding different modeling methods and software. In particular, recommendations are given as to the path forward that will enable national laboratories, academia, and industry to develop the modeling and software basis for regulatory acceptance of the combined use of ion and neutron irradiation for material performance evaluation.
21 世纪,核能行业的需求不断发展,及时采用监管机构可接受的新技术解决方案至关重要。定量预测材料的辐射损伤及其对机械性能的影响是核电厂许可和监管决策的关键组成部分。加速测试方法(如离子和中子联合辐照数据集)对于新材料和新制造方法(如增材制造)的开发和应用至关重要。然而,加速测试方法必须得到监管部门的认可,才能得到采用。本研究讨论了比较离子和中子诱导材料微观结构的基本依据,解释不同长度和时间尺度及辐射类型的辐射损伤背后的理论,以及围绕不同建模方法和软件的规范、标准和质量保证问题。特别是,就如何使国家实验室、学术界和工业界开发出建模和软件基础,以便监管部门接受结合使用离子和中子辐照进行材料性能评估提出了建议。
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引用次数: 0
Nuclear energy utilization and the expectations of emission-reduction gains: Empirical evidence from economic trajectory of selected utilizing states 核能利用与减排收益预期:来自部分利用核能国家经济轨迹的经验证据
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-13 DOI: 10.1016/j.pnucene.2024.105526
Şeyma Bozkaya , Stephen Taiwo Onifade , Mahmut Sami Duran
As the global quest for clean energy grows, the environmentally friendly nature of nuclear energy as a potential non-fossil energy source is generating interest around the world. Therefore, we examine whether nuclear energy utilization has significantly driven carbon emission reduction among the utilizing states. Empirical analyses were conducted using second-generation techniques. The analyses conducted also incorporated testing the EKC theory, as well as examining the effects of natural resources and economic growth on emissions in the sample countries. The empirical analyses cover data from 2000 to 2020 for a total of 27 nuclear energy-using countries as obtained from the Statistical Review of World Energy (Bp, 2021). The findings show that neither the use of nuclear energy nor natural resources significantly reduces carbon emissions across the countries. Additionally, the EKC hypothesis of reduction in emission levels as income expands beyond a certain threshold does not hold for the countries. Moreover, the causality analysis shows that there is a one-way causality from emissions to nuclear energy use. These findings thus highlight the need for more research on how to minimize the indirect carbon footprint that is associated with nuclear energy utilization.
随着全球对清洁能源的需求日益增长,核能作为一种潜在的非化石能源,其环境友好的特性正在引起全世界的兴趣。因此,我们研究了核能利用是否显著推动了利用核能国家的碳减排。我们使用第二代技术进行了实证分析。分析中还检验了 EKC 理论,以及自然资源和经济增长对样本国家排放的影响。实证分析涵盖了从《世界能源统计评论》(Bp,2021 年)中获得的 2000 年至 2020 年 27 个核能使用国的数据。研究结果表明,核能和自然资源的使用都不能显著减少各国的碳排放量。此外,EKC 关于收入增长超过一定临界值后排放水平会降低的假设在各国都不成立。此外,因果关系分析表明,排放与核能使用之间存在单向因果关系。因此,这些研究结果突出表明,有必要就如何最大限度地减少与核能利用相关的间接碳足迹开展更多研究。
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引用次数: 0
Application of the Krylov-Schur method in three-dimensional nuclear reactor discrete ordinates criticality calculations 克雷洛夫-舒尔法在三维核反应堆离散序数临界计算中的应用
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-13 DOI: 10.1016/j.pnucene.2024.105530
Jing Wei , Guangchun Zhang
The accurate and efficient solution of the neutron transport equation is essential in nuclear reactor physics for understanding reactor kinetics, stability, and safety. This study investigates the application of the Krylov-Schur method to three-dimensional neutron transport criticality calculations within the Marvin code, comparing its performance to the traditional Power Iteration (PI) method. Using the Takeda benchmark problems, the Krylov-Schur solver demonstrated high accuracy in eigenvalue calculations and neutron flux distributions, closely matching reference Monte Carlo (MC) results. Additionally, the parallel efficiency of the Krylov-Schur method was evaluated, showing significant speed-up and better scalability compared to the PI method, particularly in large-scale computations. However, the method requires a larger memory footprint due to the need to store multiple Krylov subspace vectors and Schur decompositions. Despite this, the findings highlight the Krylov-Schur method's robustness and computational efficiency, making it a promising tool for neutron transport simulations in complex reactor configurations. Future work will focus on investigating the subtraction of high-order eigenvalues and eigenvectors using the Krylov-Schur method to further enhance neutron transport simulations.
在核反应堆物理学中,准确高效地求解中子输运方程对于理解反应堆动力学、稳定性和安全性至关重要。本研究调查了克雷洛夫-舒尔方法在 Marvin 代码三维中子输运临界计算中的应用,并将其性能与传统的功率迭代(PI)方法进行了比较。利用武田基准问题,克雷洛夫-舒尔求解器在特征值计算和中子通量分布方面表现出很高的精度,与参考蒙特卡罗(MC)结果非常接近。此外,还对 Krylov-Schur 方法的并行效率进行了评估,结果表明与 PI 方法相比,Krylov-Schur 方法的速度显著提高,可扩展性更好,尤其是在大规模计算中。不过,由于需要存储多个克雷洛夫子空间向量和舒尔分解,该方法需要占用较大的内存。尽管如此,研究结果还是凸显了克雷洛夫-舒尔方法的稳健性和计算效率,使其成为复杂反应堆配置中子输运模拟的理想工具。未来的工作将侧重于研究使用 Krylov-Schur 方法减去高阶特征值和特征向量,以进一步增强中子输运模拟。
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引用次数: 0
Coupled neutronics, thermochemistry, corrosion modeling and sensitivity analyses for isotopic evolution in molten salt reactors 熔盐反应堆同位素演变的耦合中子、热化学、腐蚀建模和敏感性分析
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-12 DOI: 10.1016/j.pnucene.2024.105503
Mauricio E. Tano, Samuel A. Walker, Abdalla Abou-Jaoude, Robin Roper, Toni Karlsson, Mikael C.F. Karlsson, Parikshit Bajpai, Rodrigo de Oliveira, Ramiro Freile, Vasileios Kyriakopoulos, Mustafa K. Jaradat, Piyush Sabharwall
This study presents a computational methodology for analyzing isotopic evolution and associated uncertainties in molten salt reactors (MSRs), focusing on both fluoride- and chloride-based fuel salts. The primary goal is to enhance the understanding of isotopic behavior in MSRs and provide data to support future experimental efforts. The methodology integrates transport-coupled depletion calculations using OpenMC, equilibrium thermodynamics modeling with Thermochimica, and a corrosion model. Sensitivity analyses are performed to evaluate the impact of power density, air ingress, and humidity content on isotopic evolution in MSR concepts. This study examines representative F- and Cl-based MSR designs, highlighting the dominant influence of power density on isotopic composition, which significantly affects isotope production and depletion rates, accounting for approximately 76% of the observed variance in element concentration. Air ingress and humidity content also affect the redox potential, solubility of heavier elements, and corrosion rates, thereby altering the expected isotopic evolution in the reactor. On average, air ingress accounts for around 17% of the variance in element concentrations, while humidity explains the remaining 7%. These variances differ significantly from element to element, depending on the element’s role in depletion, redox potential evolution, and galvanic corrosion. The findings indicate that power density, air ingress, and humidity content are all critical factors for optimizing reactor design and operational strategies. Furthermore, the study provides expected ranges for key impurities in the fuel salt, which are crucial for guiding future experimental studies and refining MSR designs. Finally, this study demonstrates the importance of modeling depletion coupled with the evolution of redox potential and chemical interactions in MSR fuel salts.
本研究介绍了一种用于分析熔盐反应堆(MSR)中同位素演变和相关不确定性的计算方法,重点关注氟化盐和氯化物燃料盐。主要目标是加深对 MSR 中同位素行为的理解,并为未来的实验工作提供数据支持。该方法整合了使用 OpenMC 进行的输运耦合损耗计算、使用 Thermochimica 进行的平衡热力学建模以及腐蚀模型。进行了敏感性分析,以评估功率密度、空气进入和湿度含量对 MSR 概念中同位素演变的影响。这项研究考察了具有代表性的以 F 和 Cl 为基础的 MSR 设计,突出显示了功率密度对同位素组成的主要影响,它显著影响了同位素的产生和损耗率,约占观察到的元素浓度差异的 76%。进气和湿度也会影响氧化还原电位、较重元素的溶解度和腐蚀速率,从而改变反应堆中预期的同位素演变。平均而言,空气进入约占元素浓度差异的 17%,而湿度则占其余的 7%。不同元素之间的差异很大,这取决于元素在耗竭、氧化还原电位演变和电化学腐蚀中的作用。研究结果表明,功率密度、空气进入量和湿度含量都是优化反应堆设计和运行策略的关键因素。此外,研究还提供了燃料盐中关键杂质的预期范围,这对于指导未来的实验研究和完善 MSR 设计至关重要。最后,这项研究证明了对耗竭以及 MSR 燃料盐中氧化还原电位和化学相互作用的演变进行建模的重要性。
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引用次数: 0
Unsupervised anomaly detection for Nuclear Power Plants based on Denoising Diffusion Probabilistic Models 基于去噪扩散概率模型的核电站无监督异常检测
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-12 DOI: 10.1016/j.pnucene.2024.105521
Shiqiao Liu , Zifei Zhu , Xinwen Zhao , Yangguang Wang , Xiang Sun , Lei Yu
The abnormal state detection in nuclear reactors constitutes a critical concern within the broader context of Nuclear Power Plants (NPPs) safety management. Deep learning techniques have exhibited exceptional performance in addressing issues pertaining to NPPs safety control. However, acquiring the large amount of labeled data required by supervised learning methodologies poses a significant challenge in practical applications. This paper addresses a key challenge in NPPs safety—abnormal state detection in nuclear reactors. Leveraging unsupervised learning due to the limited availability of labeled data, we propose an anomaly detection method using the Denoising Diffusion Probabilistic Model (DDPM) with a noise-to-noise training strategy. Comparative evaluation against AE, VAE, and GAN shows that DDPM outperforms in all metrics, demonstrating strong potential for NPPs anomaly diagnosis. Experimental results suggest that a feature count of 50 optimizes DDPM performance for NPPs anomaly detection, while the noise-to-noise training strategy improves model robustness.
核反应堆的异常状态检测是核电厂(NPP)安全管理大背景下的一个关键问题。深度学习技术在解决核电站安全控制相关问题方面表现出了卓越的性能。然而,在实际应用中,获取监督学习方法所需的大量标记数据是一项重大挑战。本文探讨了核电站安全中的一个关键挑战--核反应堆中的异常状态检测。由于标注数据的可用性有限,我们利用无监督学习,提出了一种使用去噪扩散概率模型(DDPM)的异常检测方法,并采用了噪声对噪声的训练策略。与 AE、VAE 和 GAN 的比较评估结果表明,DDPM 在所有指标上都优于 AE、VAE 和 GAN,显示了其在国家电力公司异常诊断方面的强大潜力。实验结果表明,50 个特征数可优化 DDPM 在国家电力公司异常检测中的性能,而噪声对噪声的训练策略可提高模型的鲁棒性。
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引用次数: 0
Numerical study on the hydrothermal characteristics of a wire-wrapped rod bundle with nonuniform wire pitches 关于具有不均匀线距的线包棒束水热特性的数值研究
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-08 DOI: 10.1016/j.pnucene.2024.105529
YaoDi Li , Mei Huang , Boxue Wang , Xiangyuan Meng , YanTing Cheng
In this study, thermal hydraulic behaviors in a 19-pin bundle fuel assembly with nonuniform wire pitches is investigated by combing CFD with the Kriging method. To optimize the design, two geometric variables—the ratio of inner pitch to reference pitch (Pi/P) and the ratio of outer pitch to reference pitch (Po/P)—are selected, and the design space is sampled using Latin Hypercube Sampling (LHS). The sampled points are then subjected to CFD analysis. Convergence is considered achieved when the residuals of all variables are below 1e-5. The optimization problem aims to minimize the objective function, which is a linear combination of the cross-sectional temperature difference and friction factor. Sequential Quadratic Programming (SQP) is employed to search for the optimal point using a constructed meta-model. When compared to the reference shape, the optimal shape exhibits higher axial velocity in the inner channel, higher average temperature, smaller temperature difference at the outlet section, and reduced pressure drop in the fuel assembly. The Kriging model accurately predicts the cross-sectional temperature difference and friction coefficient for the optimal shape, consistent with the CFD calculation results. This confirms the accuracy and feasibility of the Kriging model in fuel assembly optimization.
在本研究中,通过将 CFD 与克里金法相结合,研究了具有不均匀线距的 19 针束燃料组件的热液压行为。为了优化设计,选择了两个几何变量--内节距与参考节距之比(Pi/P)和外节距与参考节距之比(Po/P),并使用拉丁超立方采样(LHS)对设计空间进行采样。然后对采样点进行 CFD 分析。当所有变量的残差低于 1e-5 时,即认为达到了收敛。优化问题旨在最小化目标函数,该函数是横截面温差和摩擦系数的线性组合。利用构建的元模型,采用序列二次编程(SQP)寻找最佳点。与参考形状相比,最佳形状显示出更高的内通道轴向速度、更高的平均温度、更小的出口段温差以及更小的燃料组件压降。克里金模型准确预测了最佳形状的横截面温差和摩擦系数,与 CFD 计算结果一致。这证实了克里金模型在燃料组件优化中的准确性和可行性。
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引用次数: 0
Comparison of correlations for thermal creep of FBR MOX FBR MOX 热蠕变相关性比较
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-08 DOI: 10.1016/j.pnucene.2024.105516
Rolando Calabrese , Shun Hirooka
Thermal creep is one of the key properties of mixed oxide (MOX) fuel for innovative fast reactors. Thermal creep of fuel affects markedly the interaction between the fuel and the cladding. A review of correlations available in the literature is presented. The effect of porosity, plutonium concentration, and stoichiometry are discussed also in the light of recent numerical results. Our analysis pointed out some inconsistencies concerning the modelling of the effect of porosity on diffusional creep and a re-evaluation of the effect of plutonium concentration. The discussion suggested that Evans's findings on the effect of stoichiometry should be better assessed as well as the level of increase in creep moving towards stoichiometry. Typical operating conditions of fast breeder reactors (FBRs) confirmed the need for an extension of porosity and temperature correlations' domains. Besides this, a new correlation based on a separate-effect approach has been proposed for fuel performance codes.
热蠕变是用于创新快堆的混合氧化物(MOX)燃料的关键特性之一。燃料的热蠕变会明显影响燃料与包壳之间的相互作用。本文对文献中的相关性进行了综述。还根据最新的数值结果讨论了孔隙率、钚浓度和化学计量的影响。我们的分析指出了在模拟孔隙率对扩散蠕变的影响和重新评估钚浓度的影响方面存在的一些不一致之处。讨论表明,应更好地评估埃文斯关于化学计量影响的研究结果,以及向化学计量发展时蠕变增加的程度。快中子增殖反应堆(FBRs)的典型运行条件证实了扩展孔隙率和温度相关性领域的必要性。此外,还为燃料性能代码提出了一种基于分离效应方法的新相关性。
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引用次数: 0
Numerical investigation on boiling crisis characteristic of a 7-rod HCF assembly in hexagonal lattice 六方格中 7 杆 HCF 组件沸腾危机特征的数值研究
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-07 DOI: 10.1016/j.pnucene.2024.105528
Zijian Huang , Hongkang Tian , Mengke Cai , Tenglong Cong , Yao Xiao , Hanyang Gu
Helical cruciform fuel (HCF) has the advantages of larger heat transfer area, enhanced coolant mixing and self-supporting, which contribute to increasing power density and safety margins. Compared with the square lattice configuration, the hexagonal arrangement of HCF assembly is more compact, which can help achieve a higher power density. In this paper, the flow characteristics and heat transfer behaviors of HCF in hexagonal lattice were predicted at high and low vapor quality during boiling crisis based on Eulerian two-fluid model. The influence of twist pitches and cross-sections of the fuel rod on heat transfer efficiency and fuel temperature was also studied. The cross-flow intensity changed periodically with a 30° cycle at low vapor quality, and did not fluctuate periodically at high vapor quality, which decreased with the increase of flow resistance. The highest heat flux of HCF rod was the at the blade root and the lowest was at the blade tip, and the maximum to average heat flux ratio was about 1.8. The peak vapor fraction and temperature occurred at leeside side of the fuel rods. The increase of the twist pitch reduced the critical heat flux (CHF), and the increase of blade length enhanced the non-uniformity of heat flux distribution. During boiling crisis, the maximum temperature of the fuel was lower than the phase transition temperature of U-50 wt%Zr alloy, which means the cladding meltdown caused by boiling crisis will occur before phase transition of the fuel.
螺旋十字形燃料(HCF)具有更大的传热面积、更强的冷却剂混合和自支撑等优点,有助于提高功率密度和安全裕度。与方形晶格构型相比,六边形排列的 HCF 组件更加紧凑,有助于实现更高的功率密度。本文基于欧拉双流体模型,预测了沸腾危机期间六边形晶格中 HCF 在高蒸汽质量和低蒸汽质量下的流动特性和传热行为。此外,还研究了燃料棒的扭曲间距和横截面对传热效率和燃料温度的影响。在低蒸汽质量时,横流强度以 30° 为周期周期性变化,而在高蒸汽质量时,横流强度没有周期性波动,且随着流动阻力的增加而减小。HCF 棒的最高热通量出现在叶片根部,最低热通量出现在叶片顶端,最大热通量与平均热通量之比约为 1.8。蒸汽分数和温度峰值出现在燃料棒的左侧。捻距的增加降低了临界热通量(CHF),叶片长度的增加增加了热通量分布的不均匀性。在沸腾危机期间,燃料的最高温度低于 U-50 wt%Zr 合金的相变温度,这意味着沸腾危机导致的包壳熔化将发生在燃料相变之前。
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引用次数: 0
Measurement of helium thermophysical properties and modification of the calculation models in the KTA 3102.1 report 测量氦的热物理性质并修改 KTA 3102.1 报告中的计算模型
IF 3.3 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-06 DOI: 10.1016/j.pnucene.2024.105517
Wei Liu , Jin Shi , Yang Liu , Yuhang Chen , Pan Wu , Kun Hou , Xuelin Li , Ying Zhang , Maogang He
Helium is a commonly used circulating working fluid in high-temperature gas-cooled reactors (HTGR). The thermophysical properties of helium are crucial for HTGR design and operation. The isobaric specific heat capacity, viscosity and thermal conductivity of helium were determined in this study based on flow method, capillary method and dynamic light scattering (DLS) method, respectively. To fill the data gap, the measurements were conducted over a temperature range of 293 K∼773 K and at pressures up to 7 MPa. The relative uncertainty estimates for the experimental apparatuses of isobaric specific heat capacity, viscosity, and thermal conductivity are less than 0.9%, 1.4%, and 2.2%, respectively. Based on the experimental data, the deviation of the existing calculation models for isobaric specific heat capacity, viscosity and thermal conductivity were analyzed. The calculation model posted by the Nuclear Safety Standards Commission (KTA) was modified to improve the reliability in the target p-T region.
氦气是高温气冷堆(HTGR)中常用的循环工作流体。氦的热物理性质对高温气冷堆的设计和运行至关重要。本研究分别采用流动法、毛细管法和动态光散射(DLS)法测定了氦气的等压比热容、粘度和热导率。为填补数据空白,测量的温度范围为 293 K∼773 K,压力高达 7 MPa。等压比热容、粘度和热导率实验仪器的相对不确定性估计值分别小于 0.9%、1.4% 和 2.2%。根据实验数据,分析了现有等压比热容、粘度和导热系数计算模型的偏差。对核安全标准委员会(KTA)发布的计算模型进行了修改,以提高目标 p-T 区域的可靠性。
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引用次数: 0
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Progress in Nuclear Energy
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