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ANN-based mathematical model for improving the accuracy of liquid flow measurements at nuclear power plants 基于 ANN 的数学模型用于提高核电站液体流量测量的准确性
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-08-14 DOI: 10.1007/s10512-024-01109-4
A. M. Emelyanov, I. S. Nadezhdin, S. N. Liventsov

A review of literature sources demonstrates the relevance of improving the accuracy of liquid flow measurements. To solve this problem, a neural-network model for liquid flow determination was developed and tested. The optimum structure and training parameters of an artificial neural network, such as the activation function, transfer function of the output layer, number of hidden layers and neurons in them, were selected. The training sample was generated using empirical expressions of GOST 8.586.1–2005 (ISO 5167–1:2022). The developed neural-network predictive model, which provides an uncertainty of calculations no greater than 0.32%, is intended for use as part of a software and hardware system for improving the accuracy of liquid flow measurements at nuclear industry enterprises.

对文献资料的回顾表明,提高液体流量测量的准确性具有现实意义。为了解决这个问题,我们开发并测试了一种用于测定液体流量的神经网络模型。选择了人工神经网络的最佳结构和训练参数,如激活函数、输出层的传递函数、隐层数和其中的神经元。训练样本是根据 GOST 8.586.1-2005 (ISO 5167-1:2022)的经验表达式生成的。所开发的神经网络预测模型可提供不大于 0.32% 的计算不确定性,可作为软件和硬件系统的一部分,用于提高核工业企业液体流量测量的准确性。
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引用次数: 0
Prospects for fusion neutron sources in the Russian nuclear power industry 俄罗斯核能工业聚变中子源的前景
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-23 DOI: 10.1007/s10512-024-01098-4
S. S. Ananev, A. V. Golubeva

Since 2021, a comprehensive program comprising five projects has been implemented by the Rosatom State Corporation in the Russian Federation. Of these, the project entitled “Development of controlled fusion and innovative plasma technologies” is scientifically supervised by NRC Kurchatov Institute. The program envisages a development of the concept of a hybrid reactor plant that combines fusion and fission technologies. As well as presenting an overview of the feasibility, functions, and parameters of planned fusion neutron sources, the paper outlines the development concept of the hybrid system and prospects for its implementation as a means of expanding the fuel base and recycling high-level wastes. An analysis of target indicators is provided.

自 2021 年起,俄罗斯联邦国家原子能机构(Rosatom State Corporation)实施了一项由五个项目组成的综合计划。其中,题为 "受控聚变和创新等离子体技术的发展 "的项目由 NRC 库尔恰托夫研究所负责科学监督。该项目设想开发一种融合聚变和裂变技术的混合反应堆设备。本文除了概述计划中的聚变中子源的可行性、功能和参数外,还概述了混合系统的发展概念及其作为扩大燃料基础和回收高放废物的一种手段的实施前景。对目标指标进行了分析。
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引用次数: 0
Use of a refueling machine mast sipping system to detect leaking FAs during operational fuel cladding failure detection 使用加油机桅杆吸入系统检测运行中燃料包层故障期间泄漏的 FA
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-17 DOI: 10.1007/s10512-024-01102-x
A. B. Tereshchenko, E. I. Golubev

The paper considers the processes involved in leaking fuel elements during the shutdown and preparation of a reactor for refueling in the case of a defect located at the bottom, in the middle, or at the top of the fuel column. The volume and activity of gaseous fission products released during fuel cladding failure detection were evaluated using the mast sipping system of the refueling machine. It is demonstrated that the sensitivity of the beta-radiometer, which starts at 37 kBq/m3, provides for the detection of leaking fuel elements at any power density located at various locations of the defect along its height. Neglecting to wash all fuel elements in the FA with bubble air may result in a failure to detect leaking fuel elements.

本文探讨了在反应堆关闭和准备加注燃料期间,当燃料柱底部、中部或顶部出现缺陷时,燃料元件泄漏所涉及的过程。利用加油机的桅杆吸入系统对燃料包壳故障检测期间释放的气态裂变产物的数量和活性进行了评估。结果表明,β-辐射计的灵敏度从 37 kBq/m3 开始,可以在任何功率密度下探测到位于缺陷高度不同位置的泄漏燃料元件。如果忽略了用气泡空气清洗 FA 中的所有燃料元件,则可能导致无法检测到泄漏的燃料元件。
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引用次数: 0
Approaches to slowing down the kinetics of a fast reactor as a means of enhancing its self-protection properties 减慢快堆动力学速度以增强其自我保护性能的方法
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-15 DOI: 10.1007/s10512-024-01091-x
Yu. A. Dolgov, A. V. Lopatkin, V. N. Leonov, I. B. Lukasevich, I. S. Slesarev

The concept of slowing down the kinetics of a fast reactor, according to which a rapid reactivity insertion is used to reduce the development rate of transients at initial events, is aimed at achieving a higher level of reactor self-protection. The paper presents a set of studies on the engineering and technical implementation of this concept on the example of a high-power fast lead-cooled reactor. Considering a hypothetical initial event with a rapid insertion of a complete reactivity margin, the stability of the reactor with the slowed down kinetics in relation to such an event was analyzed. An updated physical-mathematical apparatus is proposed for evaluating the slowed-down kinetics and calculating the dynamics of transient processes. The basic principles for the formation of a reflector for such a reactor based on formulated criteria for slowing down the kinetics include the use of 208Pb and weakly neutron-absorbing materials, as well as the optimum location of various structural elements in the reflector. The theoretical possibility of achieving a slowed-down kinetics in layouts that meet the developed principles is demonstrated.

减缓快堆动力学的概念旨在实现更高水平的反应堆自我保护,根据这一概念,利用快速反应插入来降低初始事件的瞬态发展速度。本文以大功率铅冷快堆为例,对这一概念的工程和技术实施进行了一系列研究。考虑到快速插入完全反应裕度的假定初始事件,分析了与这种事件相关的反应堆稳定性与减缓动力学。提出了一种最新的物理数学装置,用于评估减速动力学和计算瞬态过程的动态。根据制定的减缓动力学标准,为这种反应堆形成反射器的基本原则包括使用 208Pb 和弱中子吸收材料,以及反射器中各种结构元件的最佳位置。从理论上讲,在符合所制定原则的布局中实现减慢动力学的可能性得到了证实。
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引用次数: 0
Study into the possibility of using two groups of accelerated preventive protection for VVER-1200 reactors 研究对 VVER-1200 反应堆使用两组加速预防性保护的可能性
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-15 DOI: 10.1007/s10512-024-01092-w
A. A. Dubov, E. F. Mikailov, S. S. Gusev

Considering present opportunities for modernizing accelerated preventive protection (APP) for VVER-1200 reactors, a methodology for selecting two APP groups is presented. Using the described methodology and selection criteria, two APP groups (APP1 and APP2) are selected for modes of disabled RCPSs and two electric feeding pumps during operation at a rated power level. The study represents an important stage in the modernization of the safety algorithm, i.e., accelerated preventive protection of the reactor. The results presented in the article are relevant for research and development purposes, as well as for safety analysis.

考虑到 VVER-1200 反应堆加速预防性保护 (APP) 现代化的当前机遇,介绍了选择两个 APP 组的方法。利用所述方法和选择标准,选择了两个 APP 组(APP1 和 APP2),用于在额定功率水平运行期间禁用 RCPS 和两个电动给水泵的模式。这项研究是安全算法现代化的一个重要阶段,即加快反应堆的预防性保护。文章中介绍的结果对研究和开发以及安全分析都很有意义。
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引用次数: 0
Simulation of NPP cable gland leakage monitoring 核电厂电缆接头泄漏监测模拟
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-11 DOI: 10.1007/s10512-024-01105-8
S. M. Slobodyan, S. P. Vashchuk

The paper analyzes a nano-scale atomic-molecular model for filling a cable gland with sealant. The dependence of the NPP cable gland state assessment on the parameters of the sealant movement model is demonstrated. The simulation gives a satisfactory convergence with the known experimental and theoretical results.

本文分析了用密封剂填充电缆接头的纳米级原子分子模型。证明了 NPP 电缆压盖状态评估对密封剂运动模型参数的依赖性。模拟结果与已知的实验和理论结果具有令人满意的趋同性。
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引用次数: 0
Accounting for the reference data correlation when determining the calculation error using the maximum likelihood method 在使用最大似然法确定计算误差时考虑参考数据的相关性
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-11 DOI: 10.1007/s10512-024-01104-9
A. M. Degtyarev, O. A. Seryanina

Given the assumption of normal distribution, the determination of the calculation error for the correlation of the initial reference data is considered. In this case, it is proposed to use the maximum likelihood method with a non-diagonal covariance matrix. The relationship of calculation deviations from the reference data is assumed to be described by known correlation coefficients. Techniques for constructing the average value, error variance, and distribution of its probability are described. The determination of the correlation coefficient for keff is considered using two consecutive campaigns of the PIK reactor. Possible directions for future modification of the methodology are discussed.

在正态分布假设下,考虑了如何确定初始参考数据相关性的计算误差。在这种情况下,建议使用具有非对角协方差矩阵的最大似然法。计算偏离参考数据的关系假定由已知的相关系数来描述。描述了构建平均值、误差方差及其概率分布的技术。利用 PIK 反应堆的两次连续运行,考虑了 keff 相关系数的确定。讨论了今后修改该方法的可能方向。
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引用次数: 0
Cryogenic mesitylene-based moderator as an optimum solution for use in a DARIA compact neutron source 低温间二甲苯慢化剂是用于 DARIA 紧凑型中子源的最佳解决方案
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-11 DOI: 10.1007/s10512-024-01100-z
M. V. Bulavin, K. A. Mukhin, A. D. Rogov, A. A. Hassan

The paper presents the results of neutron-physical calculations for determining the optimum configuration of materials for use as a cryogenic moderator in a DARIA university-grade compact neutron source. It is shown that a cryogenic moderator based on a solid frozen mesitylene of a certain configuration may represent the optimum source of cold neutrons for studying the structure and properties of substances by neutron-physical methods in the DARIA neutron source.

本文介绍了为确定用作 DARIA 大学级紧凑型中子源的低温慢化剂的最佳材料配置而进行的中子物理计算的结果。结果表明,以一定构型的固体冷冻介子连烯为基础的低温慢化剂可能是在 DARIA 中子源中用中子物理方法研究物质结构和性质的最佳冷中子源。
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引用次数: 0
Two-cascade scheme of gas centrifuges for the purification of reprocessed uranium hexafluoride from 232, 234, 236U 从 232、234、236U 中提纯后处理六氟化铀的气体离心机双级联方案
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-10 DOI: 10.1007/s10512-024-01097-5
V. A. Palkin

The paper considers features of purification the reprocessed uranium hexafluoride from 232, 234, 236U in two cascades of gas centrifuges with additional feeding streams of waste uranium hexafluoride to the product stages of the cascades. The effective purification from 236U in the first cascade is carried out at a 235U concentration of less than 20% in long cascades having a large number of stages. The parameters of the second cascade that significantly reduce the concentration of 232, 234U in the wastes were determined. As a result of the reduction with waste uranium hexafluoride, this stream ensures a commercial low-enriched product to meet the requirements of the ASTM C996-20 specification established for enriched industrial uranium hexafluoride.

本文探讨了在两套气体离心机级联中从 232、234、236U 中提纯后处理六氟化铀的特点,并向级联的产品级联添加了废六氟化铀进料流。在级数较多的长级联中,第一级级联中 236U 的有效净化是在 235U 浓度低于 20% 的情况下进行的。确定了能显著降低废物中 232、234U 浓度的第二级级联参数。由于用废六氟化铀进行了还原,该流程可确保生产出符合 ASTM C996-20 工业六氟化铀浓缩规范要求的商业低浓缩产品。
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引用次数: 0
A comparative analysis of the consequences of accidents at Chernobyl and Fukushima Daiichi (Japan) NPPs for agriculture and the environment 切尔诺贝利核电站和福岛第一核电站(日本)事故对农业和环境影响的比较分析
IF 0.4 4区 工程技术 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-07-10 DOI: 10.1007/s10512-024-01101-y
S. V. Fesenko

The article presents a comparative analysis of the consequences of accidents at Chernobyl and Fukushima Daiichi NPPs. Both accidents are demonstrated to have had severe effects for agriculture and natural environment. The consequences of radiation accidents are shown to have been significantly impacted by the composition of the radionuclide release during the accident, the season of the year, and the natural features of the contaminated regions.

文章对切尔诺贝利核电站和福岛第一核电站事故的后果进行了比较分析。两起事故都对农业和自然环境造成了严重影响。研究表明,辐射事故的后果受到事故期间释放的放射性核素成分、一年中的季节以及受污染地区的自然特征的显著影响。
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引用次数: 0
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Atomic Energy
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