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Evolution of fretting wear characteristics of Cr-coated cladding under high-temperature pressurized water environment 高温加压水环境下铬涂层覆层的摩擦磨损特性演变
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-07 DOI: 10.1016/j.nucengdes.2024.113665
Jun Wang , Ke Li , Yuchun Wu , Yujie Xie , Jing Ni , Zefei Zhu , Zhenbing Cai
The Cr (chromium) based coating is the most simple, studied, and promising coating for the accident-tolerant fuel cladding of pressurized water reactors. In this work, special tangential fretting wear equipment in high-temperature pressurized water was used to carry out experimental research. The influence of cycles on the fretting wear of Cr-coated cladding under high-temperature and high-pressure water environment was investigated, and the evolution characteristic of the coating during the wear process was revealed. The results show that with the increase in cycles, the main wear mechanism of Cr cladding changes from adhesive wear to fatigue wear, and finally to abrasive wear and delamination. Crack caused by fatigue wear during fretting wear was the main factor leading to the failure of the coating. In addition, wear debris accumulated on the surface of the Cr coating during wear and formed a dense friction oxidative layer (glaze layer), so that the Cr coating can maintain a complete structure in the early stage of fretting wear. The shear stress generated by the friction process will accelerate the material removal, and the existence of a friction oxidative layer can play a certain role in lubrication. The two were in a competitive relationship and finally formed a wear cycle mechanism of wear, oxidation, and re-wear.
铬基涂层是压水堆耐事故燃料包壳最简单、最易研究、最有前途的涂层。在这项工作中,使用了特殊的高温压水切向摩擦磨损设备进行实验研究。研究了高温高压水环境下循环次数对铬涂层覆层烧蚀磨损的影响,并揭示了磨损过程中涂层的演变特征。结果表明,随着循环次数的增加,Cr 覆层的主要磨损机理由粘着磨损转变为疲劳磨损,最后转变为磨料磨损和分层。在摩擦磨损过程中,疲劳磨损引起的裂纹是导致涂层失效的主要因素。此外,磨损过程中磨损碎屑在铬镀层表面积聚,形成致密的摩擦氧化层(釉层),使铬镀层在烧蚀磨损初期能保持完整的结构。摩擦过程中产生的剪切应力会加速材料的去除,而摩擦氧化层的存在可以起到一定的润滑作用。二者呈竞争关系,最终形成了磨损、氧化、再磨损的磨损循环机制。
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引用次数: 0
Evaluation of fully developed turbulent friction coefficient in polygonal section ducts and ducts with corner angle 0° by new characteristic lengths 用新的特征长度评估多边形截面风道和转角角为 0°的风道中完全展开的湍流摩擦系数
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-06 DOI: 10.1016/j.nucengdes.2024.113663
Son Nam-Jin, Kim RyongIl, Kim Hyo-Song, Yun Kumchol, O. Ju-Sung
In estimating the friction coefficient of fully developed turbulent flow in a circular duct, the Blasius equation is often used. The hydraulic diameter is the characteristic length of the Re number used when mapping the non-circular duct section to the circular pipe section. We have newly defined the characteristic length of the Re number of the Blasius equation. The newly proposed characteristic length is wetted perimeter equivalent round diameter and the modified hydraulic diameter with minimum change of area and perimeter. Based on the new diameters, a method to estimate the turbulent friction coefficient of a fully developed isosceles.
triangular duct, regular polygon duct, and a duct with an edge angle of 0° is proposed and its accuracy is evaluated. The new characteristic lengths we propose are easy to calculate, provided that certain accuracy is achieved. Therefore, it is easily applicable to the estimation of friction coefficient of isosceles triangular ducts, regular polygonal ducts and corner angle 0° section ducts.
在估算圆形管道中充分发展的湍流的摩擦系数时,通常使用布拉修斯方程。水力直径是将非圆形管道截面映射到圆形管道截面时使用的 Re 值的特征长度。我们重新定义了布拉修斯方程的 Re 值特征长度。新提出的特征长度是润湿周长等效圆直径以及面积和周长变化最小的修正水力直径。根据新直径,提出了一种估算完全展开的等腰三角形风管、规则多边形风管和边缘角为 0° 的风管的湍流摩擦系数的方法,并对其精度进行了评估。在达到一定精度的前提下,我们提出的新特征长度易于计算。因此,它很容易应用于等腰三角形风管、正多边形风管和边角为 0°截面风管的摩擦系数估算。
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引用次数: 0
Closing the nuclear fuel cycle: Strategic approaches for NuScale-like reactor 关闭核燃料循环:类似 NuScale 反应堆的战略方法
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-06 DOI: 10.1016/j.nucengdes.2024.113672
Keferson de A. Carvalho , Graiciany Barros , Matheus H.S. Araújo , Andre A. Campagnole dos Santos , Vitor Silva , Tiago Augusto Santiago Vieira , Rebeca Cabral Gonçalves
The present study proposes the potential implementation of eight different closed fuel cycle strategies for a NuScale-like reactor core using its own spent fuel as a reusable source of fissile material for energy production. For that, the spent fuel composition after three burnup cycles of approximately 12 MWd/kgU of NuScale-like initial core and five years of cooling in a spent fuel pool was theoretically reprocessed by GANEX or UREX+ methods. After reprocessing, these two new fuel compositions were spiked in a mixture of thorium (Th) or depleted uranium (DpU), and afterwards inserted into specific batch positions of the core. Therefore, the proposed NuScale-like core configurations contain fuel assemblies loaded with conventional uranium-based fuel and others loaded with reprocessed fuel, resulting in the following combinations: UO2 and GANEX spiked with Th, UO2 and GANEX spiked with DpU, UO2 and UREX+ spiked with Th, UO2 and UREX+ spiked with DpU. The main idea is to comprehend the advantages of adopting the closed nuclear fuel cycle for a NuScale-like reactor by comparing the reference case and the cases containing reprocessed fuel. The results exhibited that all instances in which the core was simulated with reprocessed fuel improved the feedback coefficient, maximum excess of reactivity varying the boron concentration in the coolant, and power peak factor (PPF). Furthermore, the closed nuclear fuel strategies also demonstrated savings of about 17.50% in terms of separating work units (SWU) due to plutonium and uranium recycling, and a potential burnup extension of approximately 43%. The Serpent code version 2.1.32 developed by VTT and ENDF/B-VII.0 nuclear data library has been used to perform the simulations.
本研究提出了对类似 NuScale 反应堆堆芯实施八种不同闭式燃料循环战略的可能性,将其自身的乏燃料作为可重复使用的裂变材料来源用于能源生产。为此,理论上采用 GANEX 或 UREX+ 方法对 NuScale 类初始堆芯经过三个燃烧周期(约 12 MWd/kgU)并在乏燃料池中冷却五年后的乏燃料成分进行后处理。后处理后,这两种新燃料成分被添加到钍(Th)或贫化铀(DpU)混合物中,然后插入堆芯的特定批次位置。因此,拟议的类似 NuScale 的堆芯配置包含装入传统铀基燃料的燃料组件和装入后处理燃料的其他组件,从而形成以下组合:二氧化铀和加有 Th 的 GANEX、加有 DpU 的二氧化铀和 GANEX、加有 Th 的二氧化铀和 UREX+、加有 DpU 的二氧化铀和 UREX+。主要想法是通过比较参考案例和含有后处理燃料的案例,了解类似 NuScale 反应堆采用封闭式核燃料循环的优势。结果表明,用后处理燃料模拟堆芯的所有情况都改善了反馈系数、冷却剂中硼浓度变化的最大反应过剩量和功率峰值因数(PPF)。此外,由于钚和铀的回收利用,封闭式核燃料策略还节省了约 17.50%的分离工作单位(SWU),并可能将燃烧时间延长约 43%。模拟使用了 VTT 开发的 Serpent 代码 2.1.32 版和 ENDF/B-VII.0 核数据图书馆。
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引用次数: 0
Seismic behavior analysis of control rod dropping by vector form Intrinsic Finite-Element method 用矢量形式本构有限元法分析控制棒垂落的地震行为
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-06 DOI: 10.1016/j.nucengdes.2024.113660
Han Wu , Qing Peng , Fenglei Jin , Jingru Song , Xiaoming Liu
Control rod drive mechanism (CDRM) play a major role in ensuring safe operation of nuclear reactor during the earthquake, under which the dropping time of control rod is crucial for safe shutdown. Under the earthquake, Rod Cluster Control Assembly (RCCA) has contact collision with the guide tube, resulting in an increase of friction and a decrease of the speed of the falling rod. In addition, in view of the slender structure of the falling rod, the flexible deformation vibration will occur under the impact excitation, which will aggravate the collision and friction. In order to solve the nonlinear problem caused by contact collision between control rod and guide tube, we proposed a dynamic behavior analysis program of rod dropping based on vector finite element method. In order to simulate contact collision force more accurately, we proposed a conformal contact law to simulate the contact force between control rod and guide tube. The vector finite element model and simulation program are validated by comparing with a rod drop experiment. Based on the developed program, the rod dropping behavior, including rod dropping time, contact force, friction force and control rod deformation under several earthquake condition were discussed in this work.
控制棒驱动机构(CDRM)在地震中对确保核反应堆的安全运行起着重要作用,在地震中控制棒的下落时间对安全关堆至关重要。地震时,控制棒簇控制组件(RCCA)与导向管发生接触碰撞,导致摩擦力增大,控制棒下降速度降低。此外,由于落杆结构细长,在冲击激励下会产生柔性变形振动,加剧碰撞和摩擦。为了解决控制杆与导向管接触碰撞引起的非线性问题,我们提出了基于矢量有限元法的落杆动态行为分析程序。为了更精确地模拟接触碰撞力,我们提出了保角接触定律来模拟控制杆和导向管之间的接触力。我们将矢量有限元模型和模拟程序与落杆实验进行了对比验证。基于所开发的程序,本文讨论了几种地震条件下的控制棒下落行为,包括控制棒下落时间、接触力、摩擦力和控制棒变形。
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引用次数: 0
Stability and bifurcation analysis of Oskarshamn-2 event with nuclear data and kinetic parameter uncertainties 带有核数据和动力学参数不确定性的奥斯卡沙门-2 事件的稳定性和分岔分析
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-05 DOI: 10.1016/j.nucengdes.2024.113678
A. Dokhane, A. Vasiliev, H. Ferroukhi
The primary aim of the current research is to investigate the impact of nuclear data and kinetic parameters uncertainties on the stability and bifurcation behaviour of the Oskarshamn-2 core under unstable conditions. Utilizing the SHARK-X platform, nuclear data and kinetic parameter uncertainties are propagated in 2-D lattice calculations with CASMO5 and downstream to static and dynamic calculations using SIMULATE3 and SIMULATE-3 K. Results show that, the nuclear data uncertainties have a drastic effect on the stability behaviour of the core when the instability is triggered because the system become highly nonlinear at such conditions. However, more interesting is the qualitative effect on the stability behaviour where the nature of solution changes, i.e. occurrence of bifurcation, from a highly unstable state (diverging oscillation amplitudes) to a highly stable state (rapidly decreasing oscillation amplitudes). This change in the nature of behaviour, i.e. solution, is found to be due to the fact that the stability event occurs very close to the stability boundary of the system and therefore any change in any parameter could be enough to swing the system to the other side of the stability boundary. Concerning kinetic parameters, results show a clearly smaller impact compared to that of nuclear data, leading to uncertainties in the decay ratio and resonance frequency around 2.5 % and 0.2 % respectively. The main effect is variations in oscillation amplitude without altering the nature of the solution.
当前研究的主要目的是研究核数据和动力学参数的不确定性对奥斯卡沙门-2 堆芯在不稳定条件下的稳定性和分岔行为的影响。利用 SHARK-X 平台,在 CASMO5 的二维晶格计算中传播核数据和动力学参数的不确定性,并在下游使用 SIMULATE3 和 SIMULATE-3 K 进行静态和动态计算。结果表明,当触发不稳定时,核数据的不确定性会对堆芯的稳定性行为产生巨大影响,因为在这种条件下系统会变得高度非线性。然而,更有趣的是对稳定性行为的定性影响,即解决方案的性质发生变化,即出现分岔,从高度不稳定状态(振荡振幅发散)变为高度稳定状态(振荡振幅迅速减小)。这种行为性质(即解决方案)的变化是由于稳定事件发生在非常接近系统稳定边界的地方,因此任何参数的变化都足以使系统摇摆到稳定边界的另一侧。关于动力学参数,结果显示其影响明显小于核数据,导致衰变比和共振频率的不确定性分别约为 2.5 % 和 0.2 %。主要影响是振荡幅度的变化,而不会改变解决方案的性质。
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引用次数: 0
MELCOR 2.2 iPWR LOCA type accident analysis, PART II: BDBA MELCOR 2.2 iPWR LOCA 类型事故分析,第 II 部分:BDBA
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-05 DOI: 10.1016/j.nucengdes.2024.113667
M. Malicki, T. Lind
The integrated Pressurized Water Reactor brings many potential improvements for the nuclear industry, such as passive and modular design, which potentially supports reliability and safety. Besides their advantages, passive systems are also more challenging to simulate, and predictions of the complex behavior of the reactor, especially under accident conditions, need to be validated. In the first part of this study, the authors analyzed the thermal-hydraulic response of the iPWR to several design basis accident sequences without entering into the severe accident domain. As a continuation of the investigation, a sensitivity study of the beyond design basis accident scenario was performed and analyzed as described and presented here, part 2 of the study.
A generic iPWR MELCOR 2.2 input deck was developed and used to perform a loss-of-coolant accident (LOCA)-type scenario analysis in which a break is assumed in the chemical and volume control system line. The effect of the elevation of the break and decay heat on accident progression is investigated. This allows the examination of input deck and code reliability under different conditions, from full core uncovery to mitigated accidents. Overall, eight cases were calculated in which the break elevation and decay heat were varied, providing knowledge about the modeling of the iPWR design and potential analytical challenges, which was the main goal of this work.
The analyses show that MELCOR 2.2 can model iPWR design and simulate severe accident scenarios with different levels of core degradation. One of the technical insights from this preliminary study was that natural circulation plays a significant role in the late phase of a severe accident when the core is uncovered.
一体化压水堆为核工业带来了许多潜在的改进,如无源和模块化设计,这可能有助于提高可靠性和安全性。无源系统除了具有优势外,模拟起来也更具挑战性,对反应堆复杂行为的预测,尤其是事故条件下的预测,需要进行验证。在本研究的第一部分,作者分析了 iPWR 对几种设计基础事故序列的热-水响应,但没有进入严重事故领域。作为调查的继续,作者对超出设计基础的事故情景进行了敏感性研究,并在本研究的第二部分中进行了描述和分析。作者开发了一个通用的 iPWR MELCOR 2.2 输入平台,用于执行冷却剂损失事故(LOCA)型情景分析,其中假定化学和容积控制系统管线发生断裂。研究了断口的高度和衰变热对事故进展的影响。这样就可以对不同条件下的输入平台和代码可靠性进行检查,从完全未恢复堆芯到减轻事故。分析表明,MELCOR 2.2 可以对 iPWR 设计进行建模,并模拟具有不同程度堆芯衰减的严重事故情景。这项初步研究得出的技术见解之一是,在严重事故的后期阶段,当堆芯被揭开时,自然循环发挥着重要作用。
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引用次数: 0
Impact of anisotropy on TRISO fuel performance 各向异性对 TRISO 燃料性能的影响
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-03 DOI: 10.1016/j.nucengdes.2024.113637
Gyanender Singh , Jordan A. Evans , Wen Jiang , Jason Hales , Stephen Novascone
Manufacturing of tristructural isotropic (TRISO) particles involves the deposition of pyrolytic carbon (PyC) and silicon carbide (SiC) layers using the fluidized bed chemical vapor deposition (CVD) process. The CVD process is known to generate polycrystalline layers with crystallographic textures, which imparts anisotropic thermophysical properties to the layers. Past studies have shown the risk for particle failure increases with an increase in anisotropy. The limit beyond which the anisotropy of PyC layers becomes unacceptable due to failure risk has been identified as a high-priority knowledge gap. This work presents a first systematic study on the effects of anisotropic thermal and mechanical properties on TRISO fuel performance. This computational study, performed using the fuel performance code BISON, investigates how the anisotropy in elasticity and thermal properties affect the stresses, temperature, and failure of a TRISO particle. The influence of other factors, such as operating temperature and particle geometry on the anisotropy effects, also has been analyzed. The studies utilize the recently published anisotropic elasticity and thermal behavior models for TRISO PyC and SiC layers implemented using tensors with full anisotropic capability. The spherical TRISO particles with anisotropic properties were found to have greater maximum tensile stress and significantly higher failure probability than the spherical particles with isotropic properties. The fuel performance predicted using these recently developed models was found to be comparable with the performance obtained using the historical models.
三结构各向同性(TRISO)微粒的制造涉及使用流化床化学气相沉积(CVD)工艺沉积热解碳(PyC)和碳化硅(SiC)层。众所周知,化学气相沉积工艺可生成具有结晶纹理的多晶层,从而赋予多晶层各向异性的热物理性质。过去的研究表明,颗粒失效的风险随着各向异性的增加而增加。PyC 层的各向异性超过什么极限就会因失效风险而变得不可接受,这已被确定为一个高度优先的知识缺口。本研究首次系统研究了各向异性的热和机械特性对 TRISO 燃料性能的影响。这项计算研究使用燃料性能代码 BISON 进行,研究了弹性和热特性的各向异性如何影响 TRISO 粒子的应力、温度和失效。此外,还分析了工作温度和颗粒几何形状等其他因素对各向异性效应的影响。研究利用了最近发布的 TRISO PyC 和 SiC 层各向异性弹性和热行为模型,该模型使用具有完全各向异性能力的张量来实现。研究发现,具有各向异性的球形 TRISO 颗粒比具有各向同性的球形颗粒具有更大的最大拉伸应力和更高的失效概率。使用这些最新开发的模型预测的燃料性能与使用历史模型获得的性能相当。
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引用次数: 0
International fuel performance study of fresh fuel experiments for PCMI effects during RIA experiments 针对 RIA 实验期间 PCMI 影响的新鲜燃料实验的国际燃料性能研究
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-02 DOI: 10.1016/j.nucengdes.2024.113673
Seokbin Seo , Charles Folsom , Colby Jensen , David Kamerman , Luana Giaccardi , Marco Cherubini , Pavel Suk , Martin Sevecek , Jerome Sercombe , Isabelle Guenot-Delahaie , Alessandro Scolaro , Matthieu Reymond , Katalin Kulacsy , Luis Herranz , Francisco Feria , Pau Aragón , Grigori Khvostov , Imran Khan , Anuj Kumar Deo , Srinivasa Rao Ravva , Carlo Fiorina
This paper presents the results of High-burnup Experiments for Reactivity-initiated Accident (HERA) Modeling & Simulation (M&S) exercise. The HERA project under the Nuclear Energy Agency (NEA) Second Framework for Irradiation Experiments (FIDES-II) program is focused on studying Light Water Reactor (LWR) fuel behavior during Reactivity-Initiated Accident (RIA) conditions. The Part I M&S cases are based on a series of tests in the Transient Reactor Test (TREAT) facility in the United States and the Nuclear Safety Research Reactor (NSRR) in Japan. The purpose of this work is to evaluate the test design to accomplish its goals in establishing clearer understanding of the effects of power pulse width during RIA conditions. The blind predictions using various computational tools have been performed and compared amongst to interpret the behaviors of high burnup fuels during RIA. While many international participants evaluate the thermal–mechanical behavior of fuel rod under different conditions, a considerable scatter of outputs comes out for the cases due to the disparity between codes in predicting mechanical behaviors. In general, however, the results of thermal–mechanical analysis elaborate that nominal design conditions the shorter pulse width tests in NSRR should cause cladding failures while the TREAT tests appear to have more split prediction of failure or not. Furthermore, the sensitivity analysis varying key testing parameters reveals the considerable effect of power pulse width and total energy deposition on prediction of fuel rod failure.
本文介绍了反应堆引发事故的高燃耗实验(HERA)建模与仿真(M&S)工作的结果。核能机构(NEA)第二个辐照实验框架(FIDES-II)计划下的 HERA 项目重点研究轻水反应堆(LWR)燃料在活动引发事故(RIA)条件下的行为。第一部分 M&S 案例是基于在美国瞬态反应堆试验(TREAT)设施和日本核安全研究反应堆(NSRR)进行的一系列试验。这项工作的目的是对试验设计进行评估,以实现更清楚地了解 RIA 条件下功率脉冲宽度影响的目标。我们使用各种计算工具进行了盲预测,并在它们之间进行了比较,以解释高燃耗燃料在 RIA 期间的行为。虽然许多国际参与者都对不同条件下燃料棒的热机械行为进行了评估,但由于不同的代码在预测机械行为方面存在差异,因此在各种情况下得出的结果存在相当大的差异。但总体而言,热机械分析结果表明,在名义设计条件下,NSRR 中的较短脉宽试验应导致包壳失效,而 TREAT 试验似乎对失效或不失效的预测较为一致。此外,改变关键试验参数的敏感性分析表明,功率脉冲宽度和总能量沉积对燃料棒失效的预测有相当大的影响。
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引用次数: 0
Rapid deep learning prediction model using satellite imagery for radiation accident Announcement system in Serbia 利用卫星图像的快速深度学习预测模型用于塞尔维亚辐射事故公告系统
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-11-01 DOI: 10.1016/j.nucengdes.2024.113657
Slavko Dimović, Milica Ćurčić, Dušan Nikezić, Ivan Lazović, Dušan Radivojević
Radioactivity environmental monitoring with the help of the Radiation Accident Announcement System (RAAS) established in the Republic of Serbia is of vital importance for rapid response in the event of intervention dose values being reached such as Operational Intervention levels (OILs). There are cases of impossibility of using a ground-based model in order to predict the transport and spread of radiation during a nuclear accident such as the one in the Fukushima Daiichi nuclear power plant 2011. Modern technology has made it possible to use machine learning models with remote sensing data in addition (or an alternative) to atmospheric models with ground data collection methods. Deep learning (DL) model was developed and trained on a satellite-based cloud fraction dataset to forecast diurnal cloud drift. By forecasting the movement of clouds that are potential carriers of radioactive materials, decision-makers can provide an adequate response with an Action Plan in the case of nuclear and radiation accidents and incidents. Designed Application Programming Interface (API) has been developed and integrated between the DL model and the RAAS. In this way, the monitoring, data sharing and exchange processes were automated in order to trigger the DL model when an OILs value of 1 μSv/h is reached. The hyperparameter optimization process of the DL model was done with grid search and Particle Swarm Optimization (PSO) to achieve maximum performance on the data in a reasonable amount of time. The evolution metrics to monitor and measure the performance of the DL model were cosine similarity (CS) and structural similarity (SS) with the best score of 0.78282 and 0.27063 for grid search, respectively, while 0.27065 and 0.78282 for PSO, respectively. It can be concluded that remote sensing imagery with DL model is an alternative approach against a ground-based forecasting system, and is able to predict in near real-time independently of ground network system and data.
在塞尔维亚共和国建立的辐射事故公告系统(RAAS)的帮助下,放射性环境监测对于在达到干预剂量值(如操作干预水平)时做出快速反应至关重要。在一些情况下,无法使用地面模型来预测核事故(如 2011 年福岛第一核电站事故)期间的辐射传播和扩散。现代技术已使利用遥感数据的机器学习模型成为可能,以补充(或替代)利用地面数据收集方法的大气模型。开发了深度学习(DL)模型,并在基于卫星的云分数数据集上进行了训练,以预测昼夜云漂移。通过预测作为放射性物质潜在载体的云的移动,决策者可以在发生核与辐射事故和事件时通过行动计划做出适当的反应。在 DL 模型和 RAAS 之间开发和集成了应用程序接口(API)。通过这种方式,监测、数据共享和交换过程实现了自动化,以便在 OILs 值达到 1 μSv/h 时触发 DL 模型。DL 模型的超参数优化过程是通过网格搜索和粒子群优化(PSO)完成的,以便在合理的时间内实现数据的最大性能。监测和衡量 DL 模型性能的演化指标是余弦相似度(CS)和结构相似度(SS),网格搜索的最佳得分分别为 0.78282 和 0.27063,而 PSO 的最佳得分分别为 0.27065 和 0.78282。由此可以得出结论,遥感图像与 DL 模型是地面预报系统的替代方法,能够独立于地面网络系统和数据进行近实时预报。
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引用次数: 0
Feasibility analysis of Uranium-Based fission fragment magnetic collimation space propulsion system 铀基裂变碎片磁准直空间推进系统可行性分析
IF 1.9 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2024-10-31 DOI: 10.1016/j.nucengdes.2024.113674
Dacai Zhang, Longyu Fan, Xirui Zhang, Guanghui Zhong, Ganglin Yu, Kan Wang
The theoretical specific impulse of the direct fission fragment propulsion system exceeds 106 s, making it more appropriate for long space exploration compared to existing nuclear propulsion methods. Previous studies on fission fragment propulsion systems have been limited to employing Am-242 m as fuel, lacking investigations on system reactivity control and fuel temperature distribution. This study suggested a direct fission fragment propulsion system using U-235 as fuel. Firstly, the neutronics features of the system were investigated using the Monte Carlo software RMC. Subsequently, Fluent was used to compute the temperature distribution of the fuel assembly. MATLAB was then applied to analyze the temporal variation of the system’s propulsion properties. Finally, “navigation cost” was defined to compare the performance of different propulsion methods. Computation results revealed that the uranium-based fission fragment propulsion system exhibits good critical and safety features. The initial keff of the system is 1.015, the specific impulse reaches 5.88 × 104 s, and the fuel element temperature is below 1000 K. Additionally, the navigation cost of the fission fragment propulsion system is lowered by 2 to 6 orders of magnitude compared to other propulsion technologies. This study validates the theoretical viability of the uranium-based fission fragment propulsion system and demonstrates its significant advantages for long-distance deep space exploration missions, providing an alternate option for deep space exploration.
直接裂变碎片推进系统的理论比冲超过 106 秒,与现有的核推进方法相比,更适于长时间的空间探索。以往对裂变碎片推进系统的研究仅限于采用 Am-242 m 作为燃料,缺乏对系统反应性控制和燃料温度分布的研究。本研究提出了一种使用铀 235 作为燃料的直接裂变碎片推进系统。首先,使用蒙特卡洛软件 RMC 研究了该系统的中子特性。随后,使用 Fluent 计算了燃料组件的温度分布。然后应用 MATLAB 分析系统推进特性的时间变化。最后,定义了 "导航成本",以比较不同推进方法的性能。计算结果表明,铀基裂变碎片推进系统具有良好的临界和安全特性。此外,与其他推进技术相比,裂变碎片推进系统的导航成本降低了 2 至 6 个数量级。这项研究验证了铀基裂变碎片推进系统的理论可行性,并展示了其在长距离深空探测任务中的显著优势,为深空探测提供了另一种选择。
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Nuclear Engineering and Design
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