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Comparative Maps of Safety Features for Fission and Fusion Reactors 裂变和聚变反应堆安全特征比较图
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-05-27 DOI: 10.1115/1.4062643
Tu Nguyen, E. Patterson, Richard J. K. Taylor, Y. Tseng, C. Waldon
The differences between nuclear fission and fusion have been discussed widely in the literature. However, little has been done to investigate the key differences in safety designs and regulatory requirements between the nuclear reactor types. In this study, an innovative methodology was successfully developed to map nuclear safety features to the fundamental safety principles set out by the nuclear regulators. Three safety cases were assessed in the mapping study, a research fusion reactor (Joint European Torus), a research fission reactor (Tsing Hua Open-pool Reactor) and a commercial fission reactor (Hinkley Point C). The graphical representation allowed a comparative analysis of the safety features and fundamental principles which revealed differences between the hazard profiles of fission and fusion reactors and provided important insights for the creation of a similar map for a future commercial fusion device.
核裂变和核聚变的区别在文献中被广泛讨论。然而,对不同类型核反应堆在安全设计和监管要求方面的关键差异进行调查的工作却很少。在这项研究中,成功地开发了一种创新的方法,将核安全特征与核监管机构制定的基本安全原则相结合。在绘图研究中评估了三个安全案例,一个研究核聚变反应堆(联合欧洲环),一个研究裂变反应堆(清华开池反应堆)和一个商业裂变反应堆(欣克利角C)。图形表示允许对安全特征和基本原理进行比较分析,从而揭示了裂变反应堆和聚变反应堆的危险概况之间的差异,并为创建未来商业聚变装置的类似地图提供了重要见解。
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引用次数: 0
Small Modular Reactors: Opportunities and Challenges as Emerging Nuclear Technologies for Power Production 小型模块化反应堆:作为新兴核电技术的机遇与挑战
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-05-27 DOI: 10.1115/1.4062644
L. Ghimire, E. Waller
Small Modular Reactors (SMRs) have gained international attention due to their modular design, small footprint, and lower capital costs for research, development, and construction compared to conventional reactors. Many types of SMRs are being developed in different countries, and regulatory agencies are working on a robust and “harmonized” SMR regulatory framework to ensure safety and protect the environment. However, there are still many details that need to be understood, such as nuclear fuel behavior at high pressures and temperatures (1000 °C), types and levels of radiation exposure during normal operations and accidents, types and volume of nuclear waste, and their proper storage and disposal. Moreover, SMRs' modular design and small size make them suitable for remote locations, such as the Canadian Arctic. However, before introducing this technology, a detailed study of the arctic soil (permafrost) is needed in the context of changing climate. Probabilistic risk assessment (PRA) is a crucial methodology for assessing the safety and reliability of nuclear power plants. Due to multi-module nature of SMRs, cross-unit interactions ( multi-module effects) need to be evaluated as part of the total plant safety assessment. Additionally, given the nature of fuels (low-enriched uranium) and the possible remote location with minimal technical staff, nuclear materials may have a higher probability of diversion. Therefore, nuclear safeguards and material accountancy are essential to prevent nuclear proliferation. This paper discusses the benefits and challenges of deploying different SMR technologies for electricity generation and other applications.
与传统反应堆相比,小型模块化反应堆(smr)由于其模块化设计,占地面积小以及研究,开发和建设的资本成本较低而受到国际关注。不同国家正在开发许多类型的小堆,监管机构正在制定一个强有力的、“统一的”小堆监管框架,以确保安全和保护环境。然而,仍有许多细节需要了解,例如核燃料在高压和高温(1000°C)下的行为,正常运行和事故期间辐射暴露的类型和水平,核废料的类型和数量,以及它们的适当储存和处置。此外,smr的模块化设计和小尺寸使其适合偏远地区,如加拿大北极地区。然而,在引入这项技术之前,需要在气候变化的背景下对北极土壤(永久冻土)进行详细研究。概率风险评估(PRA)是评估核电站安全性和可靠性的重要方法。由于smr的多模块特性,跨单元相互作用(多模块效应)需要作为整个工厂安全评估的一部分进行评估。此外,考虑到燃料(低浓缩铀)的性质和可能的偏远地点以及最少的技术人员,核材料转移的可能性可能更高。因此,核保障和材料核算对防止核扩散至关重要。本文讨论了在发电和其他应用中部署不同的小型堆技术的好处和挑战。
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引用次数: 1
Main Parameters Influencing The Level Of Labile Contamination And The Removal Factor 影响不稳定污染水平及去除率的主要参数
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-05-18 DOI: 10.1115/1.4062550
Pierrick Agullo, A. Gossard, G. Ranchoux, E. Porcheron, Fabrice Petitot
Several nuclear facilities are currently dismantling in France, namely on CEA's and EDF's sites. The whole decommissioning and dismantling, cutting operations and nuclear waste management can significantly affect worker risks. In this context, this work aims to better assess the internal exposure risks for operations where removal factor and airborne release factor play an essential part in the uncertainties. For that purpose, developing a new method for assessing the risk of internal exposure is necessary to optimize the choice of Personal Protective Equipment during nuclear dismantling. Based on a bibliographic study and feedback, we identified most of the forces and parameters that influence labile contamination removal and particles resuspension. Their high number forced us to highlight the most relevant ones regarding data from the bibliography and worksite reality. Thus, the role of the drying temperature, relative humidity, roughness of the contaminated surface and the swiping pressure were particularly studied on the assessment of the labile contamination and the removal factor. For that, we performed successive wiping operations with cotton wipes on surface on which a simulated labile contamination was deposited to estimate the influence of different parameters on the total labile contamination and the removal factor. Thus, we have highlighted the high influence of roughness on these latter compare to the other identified parameters.
目前,法国有几个核设施正在拆除,分别是东航和法国电力公司的核设施。整个退役和拆除,切割操作和核废料管理可以显著影响工人的风险。在这种情况下,本研究旨在更好地评估移除因子和空气释放因子在不确定性中起重要作用的操作的内部暴露风险。为此目的,有必要开发一种评估内部照射风险的新方法,以优化核拆除期间个人防护装备的选择。基于文献研究和反馈,我们确定了影响不稳定污染去除和颗粒再悬浮的大多数力和参数。它们的高数量迫使我们突出了与参考书目和现场实际数据最相关的数据。因此,重点研究了干燥温度、相对湿度、污染表面粗糙度和滑动压力对不稳定污染的评价和去除系数的作用。为此,我们用棉签连续擦拭模拟不稳定污染物沉积的表面,估计不同参数对不稳定污染物总量和去除系数的影响。因此,与其他已确定的参数相比,我们强调了粗糙度对后者的高影响。
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引用次数: 0
Plutonium Signatures in Molten-Salt Reactor Off-Gas Tank and Safeguards Considerations 熔盐堆废气罐中的钚特征及保障措施
Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-05-18 DOI: 10.3390/jne4020028
Nicholas Dunkle, Alex Wheeler, Jarod Richardson, Sandra Bogetic, Ondrej Chvala, Steven E. Skutnik
Fluid-fueled molten-salt reactors (MSRs) are actively being developed by several companies, with plans to deploy them internationally. The current IAEA inspection tools are largely incompatible with the unique design features of liquid fuel MSRs (e.g., the complex fuel chemistry, circulating fuel inventory, bulk accountancy, and high radiation environment). For these reasons, safeguards for MSRs are seen as challenging and require the development of new techniques. This paper proposes one such technique through the observation of the reactor’s off-gas. Any reactor design using low-enriched uranium will build up plutonium as the fuel undergoes burnup. Plutonium has different fission product yields than uranium. Therefore, a shift in fission product production is expected with fuel evolution. The passive removal of certain gaseous fission products to the off-gas tank of an MSR provides a valuable opportunity for analysis without significant modifications to the design of the system. Uniquely, due to the gaseous nature of the isotopes, beta particle emissions are available for observation. The ratios of these fission product isotopes can, thus, be traced back to the relative amount and types of fissile isotopes in the core. This proposed technique represents an effective safeguards tool for bulk accountancy which, while avoiding being onerous, could be used in concert with other techniques to meet the IAEA’s timeliness goals for the detection of a diversion.
一些公司正在积极开发液体燃料熔盐反应堆(MSRs),并计划在国际上部署它们。目前的原子能机构视察工具在很大程度上与液体燃料MSRs的独特设计特点不相容(例如,复杂的燃料化学、循环燃料库存、散装核算和高辐射环境)。由于这些原因,对msr的保障措施被视为具有挑战性,需要开发新技术。本文通过对反应器废气的观察,提出了一种这样的技术。任何使用低浓缩铀的反应堆设计都会在燃料燃尽时产生钚。钚的裂变产物产量与铀不同。因此,随着燃料的演变,裂变产物的生产将发生变化。将某些气态裂变产物被动去除到MSR的废气罐中,为分析提供了宝贵的机会,而无需对系统设计进行重大修改。独特的是,由于同位素的气态性质,可以观测到β粒子的发射。因此,这些裂变产物同位素的比例可以追溯到核中可裂变同位素的相对数量和类型。这项拟议的技术是大规模核算的有效保障工具,在避免繁琐的同时,可以与其他技术一起使用,以达到原子能机构及时发现转移的目标。
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引用次数: 1
System Thermal-hydraulics Model for Fluoride Salt-Cooled Reactor Based On Small Advanced High Temperature Reactor (smAHTR) Design Concept 基于小型先进高温堆(smAHTR)设计理念的氟盐冷堆系统热工模型
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-05-05 DOI: 10.1115/1.4062500
Shu Jun Wang, Xianmin Huang, B. Bromley
A system thermal-hydraulics model for a fluoride-salt-cooled high-temperature reactor (FHR) based on the small modular advanced high-temperature reactor (SmAHTR) design concept is developed, using RELAP5-3D. The SmAHTR components modelled in the simulations include: the reactor core, lower plenum, upper plenum, top plenum, three Primary Heat Exchangers (PHX's) equipped with three primary pumps, and three Director Reactor Auxiliary Cooling System (DRACS) equipped with three fluid diodes. Flows through the reactor core are represented by 19 individual fuel channels, one reflector-hole channel, and one downcomer channel. In each of the 19 SmAHTR fuel block channels, the fuel elements are modeled in 5 groups using 5 heat structures, each with their corresponding power level. The total reactor power is 125 MWth. Using representative core power distributions for the SmAHTR at beginning-of-cycle (BOC) and at end-of-cycle (EOC), two steady-state system thermal-hydraulic model simulations with RELAP5-3D were performed using a default pressure drop loss factor of 1.5 for all 19 fuel channels. Exit coolant temperatures ranged from 688°C to 739°C (BOC) and from 696°C to 721°C (EOC), while peak fuel centerline temperatures in the highest power block were 1,249°C (BOC) and 1,029°C (EOC). By adjusting the loss factors to modify coolant flow rates in each channel, a more uniform exit coolant temperature was possible.
基于小型模块化先进高温堆(SmAHTR)设计理念,利用RELAP5-3D软件建立了氟化物盐冷高温堆(FHR)系统热工模型。模拟的SmAHTR组件包括:堆芯、下静压室、上静压室、上静压室、装有三个主泵的三个主热交换器(PHX)和装有三个流体二极管的三个主任反应堆辅助冷却系统(DRACS)。通过反应堆堆芯的流动由19个单独的燃料通道、一个反射孔通道和一个下降管通道表示。在19个SmAHTR燃料块通道中,燃料元件被分为5组,使用5种热结构,每种热结构都有相应的功率水平。反应堆的总功率为125兆瓦。利用SmAHTR在循环开始(BOC)和循环结束(EOC)时具有代表性的堆芯功率分布,使用RELAP5-3D进行了两个稳态系统热工模型模拟,所有19个燃料通道的默认压降损失系数为1.5。出口冷却液温度范围为688°C至739°C (BOC)和696°C至721°C (EOC),而最高功率块的燃料中心线峰值温度为1,249°C (BOC)和1,029°C (EOC)。通过调整损失系数来调整每个通道的冷却剂流速,可以获得更均匀的出口冷却剂温度。
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引用次数: 0
Strain Localisation and Fracture of Nuclear Reactor Core Materials 核反应堆堆芯材料的应变局部化与断裂
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-05-04 DOI: 10.3390/jne4020026
M. Griffiths
The production of prismatic dislocation loops in nuclear reactor core materials results in hardening because the loops impede dislocation motion. Yielding often occurs by a localised clearing of the loops through interactions with gliding dislocations called channeling. The cleared channels represent a softer material within which most of the subsequent deformation is localized. Channeling is often associated with hypothetical dislocation pileup and intergranular cracking in reactor components although the channels themselves do not amplify stress as one would expect from a pileup. The channels are often similar in appearance to twins leading to the possibility that twins are sometimes mistakenly identified as channels. Neither twins nor dislocation channels, which are bulk shears, produce the same stress conditions as a pileup on a single plane. At high doses, when cavities are produced (either He-stabilised bubbles at low temperatures or voids at high temperatures), there can be reduced ductility because the material is already in an equivalent advanced stage of microscopic necking. He-stabilised cavities form preferentially on grain boundaries and at precipitate or incoherent twin/ε-martensite interfaces. The higher planar density of the cavities, coupled with the incompatibility at the interface, results in a preferential failure known as He embrittlement. Strain localisation and inter- or intragranular failure are dependent on many factors that are ultimately microstructural in nature. The mechanisms are described and discussed in relation to reactor core materials.
核反应堆堆芯材料中棱柱形位错环的产生阻碍了位错的运动,导致了位错的硬化。屈服通常是通过与称为通道的滑动位错相互作用而局部清除环路而发生的。清除的通道代表一种较软的材料,其中大部分后续变形都是局部化的。通道通常与假设的位错堆积和反应堆组件的晶间开裂有关,尽管通道本身并不像人们所期望的堆积那样放大应力。通道通常在外观上与双胞胎相似,导致双胞胎有时可能被错误地识别为通道。无论是孪生体还是位错通道,它们都是块状剪切,都不会产生与单一平面上的堆积相同的应力条件。在高剂量下,当产生空腔(低温下氦稳定的气泡或高温下的空洞)时,材料的延展性会降低,因为材料已经处于微观颈缩的等效高级阶段。he稳定空腔优先形成于晶界和析出相或非共格孪晶/ε-马氏体界面。较高的空腔平面密度,加上界面处的不相容,导致优先破坏称为He脆化。应变局部化和颗粒间或颗粒内的破坏取决于许多因素,这些因素最终都是微观结构的。描述和讨论了与堆芯材料有关的机理。
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引用次数: 2
Bulk Tungsten Fiber-Reinforced Tungsten (Wf/W) Composites Using Yarn-Based Textile Preforms 基于纱线纺织预成型的块状钨纤维增强钨(Wf/W)复合材料
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-05-04 DOI: 10.3390/jne4020027
Alexander Lau, J. Coenen, D. Schwalenberg, Y. Mao, T. Höschen, Johann Riesch, L. Raumann, Michael Treitz, Hanns Gietl, A. Terra, Beatrix Göhts, C. Linsmeier, K. Theis-Bröhl, J. Gonzalez‐Julian
The use of tungsten fiber-reinforced tungsten composites (Wf/W) has been demonstrated to significantly enhance the mechanical properties of tungsten (W) by incorporating W-fibers into the W-matrix. However, prior research has been restricted by the usage of single fiber-based textile fabrics, consisting of 150 µm warp and 50 µm weft filaments, with limited homogeneity, reproducibility, and mechanical properties in bulk structures due to the rigidity of the 150 µm W-fibers. To overcome this limitation, two novel textile preforms were developed utilizing radial braided W-yarns with 7 core and 16 sleeve filaments (R.B. 16 + 7), with a diameter of 25 µm each, as the warp material. In this study, bulk composites of two different fabric types were produced via a layer-by-layer CVD process, utilizing single 50 µm filaments (type 1) and R.B. 16 + 7 yarns (type 2) as weft materials. The produced composites were sectioned into KLST-type specimens based on DIN EN ISO 179-1:2000 using electrical discharge machining (EDM) and subjected to three-point bending tests. Both composites demonstrated enhanced mechanical properties with pseudo-ductile behavior at room temperature and withstood over 10,000 load cycles between 50–90% of their respective maximum load without sample fracture in three-point cyclic loading tests. Furthermore, a novel approach to predict the fatigue behavior of the material under cyclic loading was developed based on the high reproducibility of the composites produced, especially for the composite based on type 1. This approach provides a new benchmark for upscaling endeavors and may enable a better prediction of the service life of the produced components made of Wf/W in the future. In comparison, the composite based on fabric type 1 demonstrated superior results in manufacturing performance and mechanical properties. With a high relative average density (>97%), a high fiber volume fraction (14–17%), and a very homogeneous fiber distribution in the CVD-W matrix, type 1 shows a promising option to be further tested in high heat flux tests and to be potentially used as an alternative to currently used materials for the most stressed components of nuclear fusion reactors or other potential application fields such as concentrated solar power (CSP), aircraft turbines, the steel industry, quantum computing, or welding tools. Type 2 composites have a higher layer spacing compared to type 1, resulting in gaps within the matrix and less homogeneous material properties. While type 2 composites have demonstrated a notable enhancement over 150 µm fiber-based composites, they are not viable for industrial scale-up unlike type 1 composites.
钨纤维增强钨复合材料(Wf/W)通过在钨基体中加入钨纤维,可以显著提高钨的力学性能。然而,先前的研究受到单一纤维基纺织织物的限制,由150µm经纱和50µm纬纱组成,由于150µm w -纤维的刚性,在大块结构中均匀性、再现性和机械性能有限。为了克服这一限制,研究人员开发了两种新型纺织预成型材料,采用径向编织w纱,其中含有7芯和16袖长丝(r.b.16 + 7),每根直径为25微米。在本研究中,使用单50微米长丝(类型1)和rb 16 + 7纱线(类型2)作为纬纱材料,通过逐层CVD工艺生产了两种不同织物类型的大块复合材料。根据DIN EN ISO 179-1:2000使用电火花加工(EDM)将生产的复合材料切割成klst型试样,并进行三点弯曲试验。两种复合材料在室温下均表现出增强的力学性能和伪延性,并在三点循环加载试验中承受了超过10,000次载荷循环,载荷范围为各自最大载荷的50-90%,无试样断裂。此外,基于所生产的复合材料,特别是基于类型1的复合材料的高重复性,开发了一种新的方法来预测材料在循环载荷下的疲劳行为。这种方法为升级工作提供了一个新的基准,并且可以更好地预测未来由Wf/W制成的生产部件的使用寿命。相比之下,基于织物类型1的复合材料在制造性能和机械性能方面表现出更优越的结果。1型具有较高的相对平均密度(>97%)、较高的纤维体积分数(14-17%)和CVD-W基体中非常均匀的纤维分布,显示出在高热流密度测试中进一步测试的有希望的选择,并有可能作为目前使用的材料的替代品用于核聚变反应堆的最大应力部件或其他潜在的应用领域,如聚光太阳能(CSP)、飞机涡轮机、钢铁工业、量子计算。或焊接工具。与1型相比,2型复合材料具有更高的层间距,导致基体内部存在间隙,材料性能不均匀。虽然2型复合材料在超过150 μ m的纤维基复合材料中表现出显著的增强,但与1型复合材料不同,它们不适合工业规模。
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引用次数: 0
Handbook of Generation IV Nuclear Reactors Edition 2 第四代核反应堆手册第2版
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-04-21 DOI: 10.1115/1.4062402
J. Riznic
This second edition of the Handbook of Generation IV Nuclear Reactors (https://www.elsevier.com/books/handbook-of-generation-iv-nuclear-reactors/9780128205884) combines the history of development, research, industrial-operating experience, advanced designs, systems and safety analysis, and applications of nuclear energy. Impressive number of 64 recognized nuclear-energy-system experts from 13 nuclear-power countries: Belgium, Canada, China, France, Germany, India, Japan, Russia, Republic of Korea, Ukraine, Switzerland, UK, and USA, contributed to this book. The second edition builds on the successes of the first edition published in 2016 (Handbook of Generation IV Nuclear Reactors, 2016. Editor: I.L. Pioro, Elsevier - Woodhead Publishing).
《第四代核反应堆手册》第二版(https://www.elsevier.com/books/handbook-of-generation-iv-nuclear-reactors/9780128205884)结合了核能的发展历史、研究、工业运行经验、先进设计、系统和安全分析以及应用。来自13个核电国家(比利时、加拿大、中国、法国、德国、印度、日本、俄罗斯、韩国、乌克兰、瑞士、英国和美国)的64位公认的核能系统专家为本书做出了令人印象深刻的贡献。第二版以2016年第一版的成功为基础(《第四代核反应堆手册》,2016年)。编辑:I.L. Pioro, Elsevier - Woodhead Publishing)。
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引用次数: 0
On Design Challenges of Portable Nuclear Magnetic Resonance System 便携式核磁共振系统的设计挑战
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-04-18 DOI: 10.3390/jne4020025
Mohsen Hosseinzadehtaher, Silvanus D’silva, Matthew Baker, Ritesh Kumar, Nathan T. Hein, M. Shadmand, S. Jagadish, B. Ghanbarian
This article studies the optimal design approach for a portable nuclear magnetic resonance (NMR) system for use in non-destructive flow measurement applications. The mechanical and electromagnetic design procedures were carried out using the Ansys Maxwell finite-element analysis (FEA) software tool. The proposed procedure considered homogeneity and strength constraints while ensuring the desired functionality of the intended device for a given application. A modified particle swarm optimization (MPSO) algorithm was proposed as a reference design framework for optimization stages. The optimally designed NMR tool was prototyped, and its functionality was validated via several case studies. To assess the functionality of the prototyped device, Larmor frequency for hydrogen atom was captured and compared with theoretical results. Furthermore, the functionality and accuracy of the prototyped NMR tool is compared to the off-the-shelf NMR tool. Results demonstrated the feasibility and accuracy of the prototyped NMR tool constrained by factors, such as being lightweight and compact.
本文研究了用于非破坏性流量测量的便携式核磁共振(NMR)系统的优化设计方法。采用Ansys Maxwell有限元分析(FEA)软件进行机械和电磁设计。拟议的程序考虑了均匀性和强度限制,同时确保给定应用的预期设备的预期功能。提出了一种改进的粒子群优化算法(MPSO)作为优化阶段的参考设计框架。优化设计的核磁共振工具原型,并通过几个案例研究验证了其功能。为了评估原型装置的功能,捕获了氢原子的拉莫尔频率,并与理论结果进行了比较。此外,原型核磁共振工具的功能和准确性与现成的核磁共振工具进行了比较。结果证明了原型核磁共振工具的可行性和准确性,但受到重量轻、结构紧凑等因素的限制。
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引用次数: 0
Machine-Learning-Based Composition Analysis of the Stability of V–Cr–Ti Alloys 基于机器学习的V-Cr-Ti合金稳定性成分分析
IF 0.4 Q4 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2023-04-14 DOI: 10.3390/jne4020024
K. Tanabe
Machine learning methods allow the prediction of material properties, potentially using only the elemental composition of a molecule or compound, without the knowledge of molecular or crystalline structures. Herein, a composition-based machine learning prediction of the material properties of V–Cr–Ti alloys is demonstrated. Our machine-learning-based prediction of the stability of the V–Cr–Ti alloys is qualitatively consistent with the composition-dependent experimental data of the ductile–brittle transition temperature and swelling. Furthermore, our computational results suggest the existence of a composition region, Cr+Ti ~ 60 wt.%, at a significantly low ductile–brittle transition temperature. This outcome contrasts with a reportedly low Cr+Ti content of less than 10 wt.% in conventional V–Cr–Ti alloys. Machine-learning-based numerical stability prediction is useful for the design and analysis of metal alloys, particularly for multicomponent alloys such as high-entropy alloys, to develop materials for nuclear fusion reactors.
机器学习方法可以预测材料特性,可能只使用分子或化合物的元素组成,而不需要了解分子或晶体结构。本文展示了一种基于成分的机器学习预测V-Cr-Ti合金材料性能的方法。我们基于机器学习的V-Cr-Ti合金稳定性预测与成分相关的韧脆转变温度和膨胀实验数据在质量上是一致的。此外,我们的计算结果表明,在极低的韧脆转变温度下,存在Cr+Ti ~ 60 wt.%的成分区域。这一结果与传统V-Cr-Ti合金中Cr+Ti含量低于10 wt.%形成对比。基于机器学习的数值稳定性预测对于金属合金的设计和分析,特别是对于多组分合金,如高熵合金,用于核聚变反应堆材料的开发是有用的。
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引用次数: 0
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Journal of Nuclear Engineering and Radiation Science
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