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Bayesian Methods for Magnetic and Mechanical Optimization of Superconducting Magnets for Fusion 超导核聚变磁体磁性和力学优化的贝叶斯方法
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-03-14 DOI: 10.1007/s10894-025-00486-3
Sam Packman, Nicolò Riva, Pablo Rodriguez-Fernandez

Stellarators as compact fusion power sources have incredible potential to help combat climate change. However, the task of making that a reality faces many challenges. This work uses Bayesian optimization, (BO) which is a method that is well suited to black-box optimizations, to address the complicated optimization problem inherent by stellarator design. In particular it focuses on the mechanical optimization necessary to withstand the Lorentz forces generated by the magnetic coils. This work leverages surrogate models that are constructed to integrate as much information as possible from the available data points, significantly reducing the number of required model evaluations. It showcases the efficacy of Bayesian optimization as a versatile tool for enhancing both magneto-static and mechanical properties within stellarator winding packs. Employing a suite of Bayesian optimization algorithms, we iteratively refine 2D and 3D models of solenoid and stellarator configurations, and demonstrate a 15% increase in optimization speed using multi-fidelity Bayesian optimization. For fusion technology to progresses from experimental stages to commercial viability, precise and efficient design methodologies will be essential. By emphasizing its modularity and transferability, our approach lays the foundation for streamlining optimization processes, facilitating the integration of fusion power into a sustainable energy infrastructure.

仿星器作为紧凑的核聚变能源,在对抗气候变化方面具有不可思议的潜力。然而,实现这一目标的任务面临许多挑战。本工作采用贝叶斯优化(BO)方法,这是一种非常适合于黑盒优化的方法,以解决仿星器设计固有的复杂优化问题。特别地,它集中在必要的机械优化,以承受由磁线圈产生的洛伦兹力。这项工作利用了代理模型,这些模型被构造为从可用数据点集成尽可能多的信息,从而显著减少了所需模型评估的数量。它展示了贝叶斯优化作为增强仿星器绕组包内静磁和机械性能的通用工具的功效。采用一套贝叶斯优化算法,我们迭代地改进了螺线管和仿星器配置的2D和3D模型,并证明了使用多保真贝叶斯优化将优化速度提高了15%。为了使核聚变技术从实验阶段发展到商业可行性,精确和高效的设计方法将是必不可少的。通过强调其模块化和可转移性,我们的方法为简化优化过程奠定了基础,促进了聚变能源与可持续能源基础设施的整合。
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引用次数: 0
Measurements of Sn Thermally Enhanced Sputtering Yields at Nano-PSI 纳米psi下Sn热增强溅射产率的测量
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-03-13 DOI: 10.1007/s10894-025-00489-0
J. Cecrdle, T. W. Morgan, J. G. A. Scholte, J. Horacek

Capillary porous structure (CPS) based liquid metal divertors are currently being investigated as a possible alternative to the tungsten based solid plasma facing components (PFCs). The ability of CPS based technologies to withstand high heat fluxes (> 20 MW/m2) has been already demonstrated in linear devices as well as tokamaks. One of the key aspects of a liquid metal divertor is the erosion of the liquid metal with the subsequent contamination of the plasma. The liquid can be eroded by physical sputtering, evaporation and thermally enhanced sputtering. The absence of a theoretical model or detailed empirical data of Sn thermally enhanced sputtering prohibits reliable predictions of Sn erosion by fusion plasma. Especially in high density tokamak plasmas, thermally enhanced sputtering appears to be the dominant contributor to total erosion. To empirically evaluate the thermally enhanced sputtering yields an experimental campaign was conducted at the Nano-PSI device (Te = 0.3–0.8 eV, (Gamma_{i} = 5 times 10^{18} {text{ m}}^{ - 2} ;{text{s}}^{ - 1})) with Sn surfaces exposed to homogeneous plasma of various ion species (Ar, Ne, H, He). The effect of ion impact energy on the sputtering yields was studied as well by biasing of the the liquid surface in range of − 10 to − 80 V. In case of Ar, Ne and He the Sn was exposed as a free-flowing surface and for H it was exposed in a stainless-steel capillary porous structure (CPS) to negate the observed H spitting of the free liquid surface. This work presents the measured thermally enhanced sputtering yields, with focus on the observed phenomena, such as plasma species and impact energy dependency.

基于毛细孔结构(CPS)的液态金属导流剂作为钨基固体等离子体面组件(pfc)的可能替代品,目前正在研究中。基于CPS的技术承受高热通量(&gt; 20mw /m2)的能力已经在线性设备和托卡马克中得到证明。液态金属分流器的一个关键方面是液态金属的侵蚀与随后的等离子体污染。液体可以通过物理溅射、蒸发和热增强溅射来腐蚀。由于缺乏锡热增强溅射的理论模型或详细的经验数据,因此无法可靠地预测熔合等离子体对锡的侵蚀。特别是在高密度托卡马克等离子体中,热增强溅射似乎是总侵蚀的主要因素。为了从经验上评估热增强溅射的产率,在纳米psi装置(Te = 0.3-0.8 eV, (Gamma_{i} = 5 times 10^{18} {text{ m}}^{ - 2} ;{text{s}}^{ - 1}))上进行了实验,将Sn表面暴露于各种离子(Ar, Ne, H, He)的均匀等离子体中。通过对液体表面在−10 ~−80 V范围内的偏置,研究了离子冲击能对溅射收率的影响。对于Ar、Ne和He, Sn暴露在自由流动的表面,而对于H暴露在不锈钢毛细管多孔结构(CPS)中,以消除观察到的H在自由液体表面的喷射。这项工作提出了测量的热增强溅射产量,重点是观察到的现象,如等离子体种类和冲击能量依赖。
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引用次数: 0
Study on Corrosion Behavior of 3D-Printing W and WZrC in Static Liquid Li 3d打印W和WZrC在静态液体Li中的腐蚀行为研究
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-03-06 DOI: 10.1007/s10894-025-00488-1
D. H. Zhang, X. C. Meng, G. Z. Zuo, X. Li, L. Yang, B. Cao, J. S. Hu

A liquid Lithium (Li) Tungsten (W)-based divertor, which combines the advantages of both W and liquid Li, is a promising solution for the divertor of future fusion reactors. The 3D printing technology, which has advantages such as the ability to process complex structures based on 3D models and high energy density suitable for the manufacturing of high-melting-point metals, will play an important role in the manufacturing of divertor components. To address the corrosion behavior of target materials in liquid Li under operational conditions, we investigated the corrosion behavior of 3D-printing W and WZrC in static liquid Li at 550 °C for 500 h. After being exposed to liquid Li, the samples exhibited mass loss, grain boundary corrosion, and pitting corrosion. The mass loss rates of W and WZrC in liquid Li were 3.3 × 10–2 and 1.76 × 10–2 g/(m2·h), respectively. The XPS and XRD results of the samples did not show significant changes before and after the test. Corrosion of liquid Li has a greater effect on the thermal conductivity of W than that of WZrC. In this study, adding ZrC to W may be an effective way to improve the liquid Li corrosion resistance of W. Reducing surface cracks may improve the resistance of 3D-printing W alloys to liquid Li corrosion.

液态锂(Li)钨(W)基导流剂结合了W和液态锂的优点,是未来核聚变反应堆中很有前途的导流剂。3D打印技术具有基于3D模型加工复杂结构的能力和适合制造高熔点金属的高能量密度等优势,将在导流器部件的制造中发挥重要作用。为了解决目标材料在操作条件下在液态锂中的腐蚀行为,我们研究了3d打印W和WZrC在静态液态锂中的腐蚀行为,温度为550°C,时间为500小时。暴露于液态锂后,样品表现出质量损失,晶界腐蚀和点蚀。W和WZrC在Li液中的质量损失率分别为3.3 × 10-2和1.76 × 10-2 g/(m2·h)。测试前后样品的XPS和XRD结果没有明显变化。液态Li的腐蚀对W导热系数的影响大于WZrC。在本研究中,在W中加入ZrC可能是提高W的抗液锂腐蚀能力的有效途径,减少表面裂纹可以提高3d打印W合金的抗液锂腐蚀能力。
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引用次数: 0
Design and Analysis of Mock-up of CFETR COOL Blanket for Neutronic Experiment 中子实验用CFETR冷毯模型的设计与分析
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-02-27 DOI: 10.1007/s10894-025-00490-7
Qiankun Shao, Qingjun Zhu

The purpose of this study is to design and analysis a neutronic experimental mock-up for supercritical carbon dioxide cooled Lithium-Lead (COOL) blanket of CFETR. The protype of mock-up is the equatorial outboard breeding unit (3# unit) of COOL blanket, which have the largest neutron wall loading. To verify the reliability of neutronic design of COOL blanket, the neutronic property of mock-up should be designed to be consistent with the protype. To facilitate detector layout and component installation, simplifications in radial arrangement of mock-up are necessary. The determined radial layout is arranged as Plasma Facing Component, First Wall, Gap 1, Flow Channel Insert 1 (FCI 1), Breeding Zone (BZ), Flow Channel Insert 2 (FCI 2), Gap 2 and Manifold (MF). And the dimensions of toroidal and poloidal were determined by the extent of neutrons leaking from the edge of mock-up. The determined size of the experimental mock-up is 500 mm (Toroidal)×500 mm (Poloidal)×326 mm (Radial). Ultimately, neutronic property and activation property of the mock-up is analyzed. The calculation results showed that the designed mock-up can be used to carry out neutronic experiment. This work will provide a guideline for design of next stage experiment.

本研究的目的是设计和分析CFETR超临界二氧化碳冷却锂铅(COOL)包层的中子实验模型。模型的原型是具有最大中子壁负荷的COOL毯的赤道外增殖单元(3#单元)。为了验证冷毯中子设计的可靠性,应设计出与原型相符的实物模型。为了便于探测器布局和元件安装,有必要简化模型的径向排列。确定的径向布局布置为等离子体面向组件、第一壁、间隙1、流道插入1 (FCI 1)、繁殖区(BZ)、流道插入2 (FCI 2)、间隙2和歧管(MF)。环形和极向的尺寸由模型边缘的中子泄漏程度决定。实验模型的确定尺寸为500mm(环形)×500 mm(极向)×326 mm(径向)。最后对模型的中子特性和活化特性进行了分析。计算结果表明,所设计的模型可以用于进行中子实验。本工作将为下一阶段的实验设计提供指导。
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引用次数: 0
Lithium Divertor Targets and Walls for the ASTER Liquid Stellarator Reactor, Distributed Divertor ASTER液体仿星器反应器的锂分流器靶和壁,分布式分流器
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-02-19 DOI: 10.1007/s10894-025-00481-8
V. Queral, A. de Castro, J. Varela, S. Cabrera, I. Fernández, D. Spong, E. Rincón

Stellarators may have advantages for certain liquid metal options as Plasma Facing Components (PFC) for divertor targets and first walls due to the wide range of possible magnetic configurations, which additionally are free of disruptions and fast field variations. In a previous work (V. Queral et al., IEEE Trans. Plasma Sci. 52, 2024), a concept of stellarator reactor (ASTER-CP) based on swirling Li-molten salts and liquid lithium floating on the molten salt as PFC was presented. The divertor matters were not studied then and, thus, they are being studied and experimentally tested now.

The ASTER-CP reactor concept, the initial liquid metal experiments and potential concepts for the ASTER-CP divertor and first wall are reported. Concerning the experiments, several small scale experiments of galinstan in a small rotating cylinder under magnetic field have been produced, including one experiment with high viscosity galinstan-mixture for increased thickness of layer. An experiment of floating lithium on the molten salt LiCl-PbCl2 gave fast volatilization/decomposition of the molten salt. Particularly for divertors, the traditional free-flow, Capillary Porous Systems and ‘divertorlets’ have been studied for application to ASTER-CP. Surface waves (hot spots), lack of enough surface fluid turbulence and excessive fluid speed are the main issues found in fast free-flow. The perhaps original concept of Distributed Divertor and Equi-power Surface is tentatively proposed and studied, taking advantage of stellarator fields and low recycling regime.

由于可能的磁性结构范围广泛,另外没有中断和快速场变化,因此对某些液态金属选择,如等离子体面向组件(PFC)用于转向器目标和第一壁,筑星器可能具有优势。在以前的工作中(V. Queral et al., IEEE译)。提出了一种基于旋转锂熔盐和液态锂漂浮在熔盐上作为PFC的仿星器反应堆(ASTER-CP)的概念。当时没有对分流器问题进行研究,因此,现在正在对它们进行研究和实验测试。本文介绍了ASTER-CP反应器的概念、初步液态金属实验以及ASTER-CP转化器和第一壁的潜在概念。实验方面,在磁场作用下,在小旋转圆筒中进行了几次galinsta的小尺度实验,其中包括增加层厚的高粘度galinsta混合物的实验。在熔融盐LiCl-PbCl2上进行了浮锂实验,得到了熔融盐快速挥发/分解的结果。特别是对于导流器,传统的自由流动、毛细多孔体系和“导流器”已经被研究用于ASTER-CP。表面波(热点)、缺乏足够的表面流体湍流和流体速度过高是快速自由流动的主要问题。利用仿星器场和低回收率的特点,初步提出并研究了分布式分流器和等功率面的概念。
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引用次数: 0
Retraction Note: Measurements of the Plasma Current Density and Q-Profiles in IR-T1 Tokamak 注:IR-T1托卡马克中等离子体电流密度和q曲线的测量
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-02-18 DOI: 10.1007/s10894-025-00487-2
M. Ghoranneviss, A. Salar Elahi, A. Abbaspour Tehrani Fard, M. Tajdidzadeh
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引用次数: 0
Study on Phased Array Ultrasonic Testing Techniques for Austenitic Stainless Steel Butt Welds 奥氏体不锈钢对接焊缝相控阵超声检测技术研究
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-02-17 DOI: 10.1007/s10894-025-00475-6
Chengwen Li, Rui wang, Zhihong Liu, Haibiao Ji, Shijun Qin, Ren Chen, Yaqi Zhong, Huapeng Wu

The procedure of ultrasonic testing for austenitic stainless steel welds relies heavily on the accurate assessment of actual welding faults. The research subject of this paper is a 40 mm 316L stainless steel butt weld, utilized in fusion reactors. Based on the weld acoustic performance test, sound field modeling, and reference block method, a double crystal probe S-Scan (sector scan) process is suggested. To detect the missed vertical-type groove flaws, a waveform conversion-based total focusing method (TFM) is developed. The study's findings demonstrate that the reliability of ultrasonic testing of austenitic stainless steel welds can be significantly increased by combining conventional sector scanning with cutting-edge TFM technology.

奥氏体不锈钢焊缝的超声检测在很大程度上依赖于对实际焊接缺陷的准确评估。本文的研究对象是用于核聚变反应堆的40mm 316L不锈钢对接焊缝。基于焊缝声学性能测试、声场建模和参考块法,提出了双晶探头s扫描(扇形扫描)工艺。为了检测缺失的垂直型沟槽缺陷,提出了一种基于波形转换的全聚焦方法。研究结果表明,将传统扇形扫描与尖端的TFM技术相结合,可以显著提高奥氏体不锈钢焊缝超声波检测的可靠性。
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引用次数: 0
Scaling Analysis on In-VV LOCA for the Experimental Facility of Water-Cooled Components in CFETR CFETR水冷件实验装置vv内LOCA结垢分析
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-02-15 DOI: 10.1007/s10894-025-00480-9
Qixin Ling, Songlin Liu

The Vacuum Vessel (VV), as the first confinement barrier of the Chinese Fusion Engineering Test Reactor (CFETR) must guarantee its integrity once the In Vacuum Vessel Loss of Coolant Accident (In-VV LOCA) happens. Enough experimental verifications are inevitable. And the data from the experimental facility should be convincing with an acceptable cost. In the present research, scaling criteria are identified for the In-VV LOCA, which can provide the direction for the design scheme of the experimental facility. The experimental facility employs the same working fluid and the equal thermal operation conditions. The volume scaling factor of 1/1000 for the VV with a toroidal structure adopted in the experimental facility is selected. The similarities of the flow at the break, flash and the flow resistance are prioritized. Through the computational simulation for the experimental facility, it has been demonstrated that the thermal hydraulic responses could be reappeared in the experimental facility within an acceptable range of distortions.

真空容器作为中国核聚变工程试验堆(CFETR)的第一约束屏障,在发生真空容器失冷剂事故(In-VV LOCA)时必须保证其完整性。足够的实验验证是不可避免的。实验设备的数据应该在可接受的成本范围内令人信服。在本研究中,确定了vv内LOCA的标度准则,为实验装置的设计方案提供了指导。实验装置采用相同的工质和相同的热工条件。实验装置采用环形结构的VV,其体积比例因子为1/1000。优先考虑断流、闪流和流阻的相似性。通过对实验装置的计算模拟,证明了在可接受的变形范围内,可以再现实验装置的热液响应。
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引用次数: 0
Thermal Response of a Lithium Vapor Divertor to Cyclical Operation 锂蒸汽分流器对循环运行的热响应
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-02-14 DOI: 10.1007/s10894-025-00479-2
Matthew S. Parsons, Margaret Porcelli, Eric D. Emdee, Robert J. Goldston

The lithium vapor divertor concept is being developed as a method to achieve detached divertor conditions in a tokamak while minimizing impurity radiation losses from the core plasma. SOLPS-ITER modeling has previously been used to identify some of the geometric constraints and required lithium evaporation rate of a lithium vapor divertor in a medium-sized tokamak during steady-state operation. Here an updated conceptual design based on these operating requirements is introduced and the thermal response of the system is modeled during cyclical operation, consistent with operation in a short-pulse tokamak. Controllability of the temperature of the lithium capillary porous system (CPS) is achieved by adopting a design where there is no line-of-sight for radiation from the plasma to reach the heated CPS surface. Operational strategies to minimize the amount of lithium evaporated between plasma discharges while achieving steady evaporation rates during plasma discharges are discussed and modeled here. The optimal feedforward control strategy demonstrated in this work is to ramp up the temperature of the evaporator as quickly as possible immediately before a plasma discharge and then reduce the heating to match the desired steady-state net evaporation rate just before the plasma discharge begins, allowing the thermal inertia of the system to stabilize the evaporation rate during the first second of the plasma discharge.

锂蒸气分流器概念是作为一种在托卡马克中实现分离分流器条件的方法而开发的,同时将核心等离子体的杂质辐射损失降至最低。SOLPS-ITER 建模曾用于确定稳态运行期间中型托卡马克中锂蒸气分流器的一些几何限制和所需的锂蒸发率。这里介绍了基于这些运行要求的最新概念设计,并对该系统在周期性运行期间的热响应进行了建模,这与短脉冲托卡马克中的运行是一致的。锂毛细管多孔系统(CPS)温度的可控性是通过采用一种设计来实现的,在这种设计中,等离子体的辐射不会到达被加热的 CPS 表面。本文讨论并模拟了如何在等离子体放电期间实现稳定蒸发率的同时,尽量减少等离子体放电之间的锂蒸发量的操作策略。这项工作中演示的最佳前馈控制策略是在等离子体放电前尽快升高蒸发器的温度,然后在等离子体放电开始前降低加热,使其与所需的稳态净蒸发率相匹配,让系统的热惯性在等离子体放电的第一秒内稳定蒸发率。
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引用次数: 0
Retraction Note: Effects of Resonant Helical Field (RHF) on Equilibrium Properties of IR-T1 Tokamak Plasma 共振螺旋场(RHF)对IR-T1托卡马克等离子体平衡特性的影响
IF 1.9 4区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2025-02-12 DOI: 10.1007/s10894-025-00482-7
A. Salar Elahi, M. Ghoranneviss
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引用次数: 0
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Journal of Fusion Energy
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