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Design of Control System of Once-Through Steam Generator Based on Proximal Policy Optimization Algorithm 基于近端策略优化算法的直流蒸汽发生器控制系统设计
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-05-20 DOI: 10.1155/2022/2941705
Cheng Li, Ren Yu, Wenmin Yu, Tianshu Wang
Because of the characteristics of the small water volume of OTSG, it is hard to control the outlet steam pressure when the load is changed or disturbed. This study is devoted to the control of the once-through steam generator (OTSG). A double-layer controller based on the PPO algorithm is proposed to control the outlet steam pressure of OTSG. The bottom layer is the PID controller; it directly regulates the OTSG feed water valve and then controls the steam pressure. The top layer of the controller is the agent based on the PPO algorithm, which is responsible for optimizing the parameters of the PID in real time to obtain better control performance. The agent chooses PID parameters as actions to the environment, and then, the reward value is obtained through the reward function of the environment which enables online learning of the agent. Compared with the PID controller, the simulation experiment result shows that the method not only has a good control performance but also has a good anti-interference ability.
由于OTSG水量小的特点,当负荷发生变化或受到干扰时,出口蒸汽压力难以控制。本文主要研究了直流蒸汽发生器的控制问题。提出了一种基于PPO算法的双层控制器来控制OTSG出口蒸汽压力。底层为PID控制器;直接调节OTSG给水阀,进而控制蒸汽压力。控制器的顶层是基于PPO算法的agent,负责实时优化PID的参数,以获得更好的控制性能。智能体选择PID参数作为对环境的动作,然后通过环境的奖励函数获得奖励值,使智能体能够在线学习。与PID控制器相比,仿真实验结果表明,该方法不仅具有良好的控制性能,而且具有良好的抗干扰能力。
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引用次数: 0
Pressure Distribution on the Inner Wall of the Volute Casing of a Centrifugal Pump 离心泵蜗壳内壁的压力分布
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-05-19 DOI: 10.1155/2022/3563459
Yu‐Liang Zhang, Jin-Fu Li, Tao Wang, Jun-Jian Xiao, Xiaoqi Jia, Li Zhang
In order to grasp the distribution characteristics of the pressure field on the inner wall of the volute casing of an atypical open impeller centrifugal pump, the instantaneous pressure at different operating conditions was experimentally measured under four operating rotational speeds to obtain the distribution characteristics of the average static pressure field in the volute casing of this pump model. The pressure pulsation amplitude and pressure pulsation intensity were also analyzed at different rotational speed cases, and the standard deviation analysis was performed. The results showed that the instantaneous pressure pulsation on the inner wall of the volute casing strongly fluctuates during the pump operating, and the closer to the volute casing outlet, the more intense the pressure pulsation was. After increasing the pump shaft speed, the fluctuation amplitude gradually decreased. The pressure pulsation on the wall of tip clearance is more intense than that on the inner wall of the volute shell. The intensity of the pressure pulsation on the wall of tip clearance decreases with the increase of the rotational speed, and the higher the speed, the less intense the pressure pulsation.
为了掌握非典型开式叶轮离心泵蜗壳内壁压力场的分布特征,在四种运行转速下,对不同工况下的瞬时压力进行了实验测量,得到了该泵蜗壳内平均静压场的分布特征。分析了不同转速工况下的压力脉动幅度和压力脉动强度,并进行了标准差分析。结果表明,在泵运行过程中,蜗壳内壁上的瞬时压力脉动波动较大,且离蜗壳出口越近,压力脉动越大。泵轴转速增加后,波动幅度逐渐减小。叶尖间隙壁面的压力脉动比蜗壳内壁的压力脉动更大。叶尖间隙壁面的压力脉动强度随转速的增加而减小,转速越高,压力脉动越小。
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引用次数: 2
Determination of the Activity Inventory in the Structural Components of the Dalat Nuclear Research Reactor for Its Decommissioning Planning 达拉特核研究堆结构部件活动清单的确定及其退役计划
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-05-18 DOI: 10.1155/2022/5174696
Q. Tran, K. Nguyen, B. Luong, Ton-Nghiem Huynh, Q. Pham, Doan-Hai-Dang Vo, Nhi-Dien Nguyen
This report presents the methods and calculated results of the activity inventory in the structural components of the Dalat Nuclear Research Reactor (DNRR). These components include the shielding concrete, the reactor tank, and its inside irradiated facilities; the thermal and thermalizing columns; and the horizontal channels. The MCNP5 code with a three-dimensional neutron transport model was used to calculate the neutron flux distribution, neutron energy spectrum at different locations, and activation cross sections of long-lived radioactive nuclides in activated major materials, including heavy concrete, reflection graphite, and aluminum of the reactor. The calculated results of the energy spectrum and activation cross sections of MCNP5 were used in the ORIGEN2.1 point depletion code to calculate the neutron-induced activity of activated materials at different time points by modeling the irradiation history and radioactive decay. Radioactivity of long-lived key activation products such as 41Ca, 60Co, 55Fe, 63Ni, and 152Eu was modeled, and volumes of radioactive waste mainly of ordinary concrete, graphite, and aluminum in the structural components of the reactor were estimated. Experimental results of neutron flux and specific activities of some typical nuclides such as 60Co, 152Eu, 55Fe, and 63Ni in activated aluminum samples showed good agreement with the calculated results. As part of the national regulation requirements, the obtained data have been used to develop the decommissioning plan for the operational DNRR, with an estimation of about 10 years before its permanent shutdown.
本文介绍了大叻核研究堆(DNRR)结构部件活度清单的计算方法和结果。这些部件包括屏蔽混凝土、反应堆储罐及其内部的辐照设施;热柱和热柱;还有水平通道。采用三维中子输运模型的MCNP5代码计算了反应堆重质混凝土、反射石墨、铝等活化主要材料中中子通量分布、不同位置的中子能谱和长寿命放射性核素的活化截面。将MCNP5的能谱和活化截面计算结果应用于ORIGEN2.1点耗尽代码中,通过模拟辐照历史和放射性衰变,计算不同时间点活化材料的中子诱导活度。模拟了41Ca、60Co、55Fe、63Ni和152Eu等长寿命关键活化产物的放射性,并估算了反应堆结构部件中以普通混凝土、石墨和铝为主的放射性废物的体积。60Co、152Eu、55Fe、63Ni等典型核素在活化铝样品中的中子通量和比活度实验结果与计算结果吻合较好。作为国家监管要求的一部分,所获得的数据已用于制定运行中的DNRR的退役计划,估计其永久关闭前约10年。
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引用次数: 0
Preliminary Study on Risk Identification and Assessment Framework for Fusion Radioactive Waste Management 聚变放射性废物管理风险识别与评估框架的初步研究
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-05-17 DOI: 10.1155/2022/4870208
D. Guo, Jinkai Wang, Chao Chen, Dongqin Xia, Nuo Yong, Daochuan Ge
Fusion reactors are expected to be safer, more environmentally friendly, and to have a lower nuclear proliferation risk, compared with other nuclear energy systems. However, it is widely recognized that a large amount of radioactive materials will be produced by a fusion reactor. Therefore, it is important to fully understand the overall radiation risk level of fusion radioactive wastes (radwaste) compared with existing nuclear energy systems. Studies on the treatment of the fusion radwaste have been currently focused on three ultimate options: clearance, recycling, and disposal by activation assessment of radioactive materials from the operation and decommissioning of fusion reactors. However, the radiation risk in the management of fusion radwaste, especially in the final disposal, was seldom studied. Based on the comparative analysis of fusion radioactive waste with ITER and fission reactors (e.g., pressurized water reactor, PWR), this paper tries to discuss how to determine the radiation risk in the process of fusion radwaste management on the premise of the current feasible industrial technology. On this basis, a risk assessment framework for repository disposal under normal degradation and external events is proposed.
与其他核能系统相比,聚变反应堆预计更安全、更环保,核扩散风险更低。然而,人们普遍认为,聚变反应堆将产生大量放射性物质。因此,与现有核能系统相比,充分了解聚变放射性废物(放射性废物)的总体辐射风险水平很重要。目前,对聚变放射性废物处理的研究主要集中在三个最终选择上:清除、回收和通过对聚变反应堆运行和退役产生的放射性物质进行活化评估进行处置。然而,对聚变放射性废物管理中的辐射风险,特别是在最终处置中的风险,很少进行研究。本文通过对聚变放射性废物与ITER和裂变反应堆(如压水堆、压水堆)的比较分析,试图探讨在当前可行的工业技术的前提下,如何确定聚变放射性废物管理过程中的辐射风险。在此基础上,提出了在正常退化和外部事件下处置库的风险评估框架。
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引用次数: 1
The Concept of the Heat Removal System of a High-Flux Research Reactor 高通量研究堆排热系统的概念
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-04-27 DOI: 10.1155/2022/1815342
Vitaly Uzikov, Ildar Suleimanov, Irina Uzikova
Achieving high neutron fluxes in research pressurized water reactors is directly related to the intensity of the coolant flow through the core and the pressure in it, which provides an increased saturation temperature and a margin to critical heat flux. Therefore, it is practically impossible to provide very high neutron fluxes in pool-type reactors, especially in the case of downward movement of the coolant in the core. At the same time, vessel-type research reactors (for example, SM-3 and HFIR) make it possible to achieve neutron flux densities up to 4 × 1015 n/(cm2 s), but at the same time, the risks of core degradation in case of violations in the heat removal system become quite high. The proposed concept of a heat removal system for a high-flux reactor facility combines the increased reliability of safe heat removal from the core and the convenience of handling irradiation cells, for example, in the production of isotopes. The concept provides for the location of a compact core in a pressurized vessel and the placement of a neutron reflector around the vessel in the reactor pool. Cooling of the reactor core in the housing and the irradiation channels in the neutron reflector is carried out by different systems of forced circulation of the coolant. At the same time, at the shutdown reactor, after opening the natural circulation valves, safe heat removal from the reactor core and the neutron reflector can be carried out by the water of the reactor pool. However, even with a complete failure of all forced circulation circuits, the evaporation of water from the surface of the pool makes it possible to safely remove the residual heat from the fuel assemblies and from the irradiation devices in the cells of the reflector.
在研究压水反应堆中实现高中子通量直接关系到冷却剂流经堆芯的强度和堆芯内的压力,这提供了更高的饱和温度和临界热流的余量。因此,池型反应堆实际上不可能提供很高的中子通量,特别是在堆芯冷却剂向下运动的情况下。同时,容器型研究堆(如SM-3和HFIR)使中子通量密度达到4 × 1015 n/(cm2 s)成为可能,但同时,如果排热系统发生违规,堆芯退化的风险变得相当高。提出的用于高通量反应堆设施的排热系统概念结合了从堆芯安全排热的可靠性提高和处理辐照电池的便利性,例如在同位素生产中。这个概念提供了一个加压容器中致密堆芯的位置,以及在反应堆池中容器周围放置一个中子反射器。通过不同的冷却剂强制循环系统对反应堆外壳内的堆芯和中子反射器内的辐照通道进行冷却。同时,在反应堆停堆时,打开自然循环阀后,可以利用反应堆池的水对堆芯和中子反射器进行安全放热。然而,即使在所有强制循环回路完全失效的情况下,从池表面蒸发的水也可以安全地从燃料组件和反射器单元中的辐照装置中除去余热。
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引用次数: 0
Design, Experiment, and Commissioning of the Spent Fuel Conveying and Loading System of HTR-PM HTR-PM乏燃料输送装载系统的设计、试验和调试
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-04-23 DOI: 10.1155/2022/1817191
Bin Wu, Jinhua Wang, Yue Li, Haitao Wang, Tengyu Ma
The Chinese high-temperature gas-cooled reactor pebble-bed module, HTR-PM, began fuel loading in August 2021. The reactor refuels continuously, while the spent fuel is discharged from the core. The spent fuel conveying and loading system was designed to convey the spent fuel pebbles to the spent fuel building and load them into dry canisters for on-site interim storage. This study describes the operating principles of the main functions and introduces the experiments and commissioning tests of the system. Functional tests were carried out to indicate the items of mechanical and electrical equipment are functioning in accordance with the designed requirements. Experience learned from commissioning activities was also presented as feedback for future operation and design improvement.
中国高温气冷堆卵石床模块HTR-PM于2021年8月开始装料。反应堆持续加油,乏燃料从堆芯排出。乏燃料输送和装载系统的设计目的是将乏燃料卵石输送到乏燃料建筑,并将其装载到干燥的罐中,用于现场临时储存。本文介绍了系统主要功能的工作原理,并介绍了系统的实验和调试测试。进行了功能测试,以表明机械和电气设备项目的功能符合设计要求。从调试活动中学到的经验也作为未来运行和设计改进的反馈。
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引用次数: 3
Oceanic Radionuclide Dispersion Method Investigation for Nonfixed Source from Marine Reactor Accident 海洋反应堆事故非固定源放射性核素扩散法研究
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-04-18 DOI: 10.1155/2022/2822857
D. Guo, Jinkai Wang, Daochuan Ge, Chunhua Chen, Liwei Chen
Radionuclide dispersion model, which is of critical importance to the emergency response of severe nuclear accident, is used to estimate the consequences arising from accidental or routine releases and to predict areas of high contamination. It is difficult to evaluate the radioactive consequence accurately and rapidly for the accidental release of radionuclides from marine reactor because of the complex mobility feature in the sea. Based on CFD method, a finite-volume, three-dimensional regional oceanic dispersion model was developed in this paper to simulate the dispersion of radionuclides originating from marine reactor. The simulated dose variation of 137Cs presented good agreement with the monitoring data of marine radioactive pollution caused by Fukushima Dai-ichi nuclear accident, which demonstrated the validity of the method. A severe accident scenario of marine reactor was simulated and analyzed, which indicates that the regional oceanic dispersion model can provide dose assessment for nuclear emergency response.
放射性核素扩散模型对严重核事故的应急响应至关重要,用于估计意外或常规释放产生的后果,并预测高污染区域。由于海洋中放射性核素的复杂流动性,很难准确、快速地评估其从海洋反应堆中意外释放的放射性后果。基于CFD方法,建立了一个有限体积、三维区域海洋扩散模型,模拟了海洋反应堆放射性核素的扩散。137Cs的模拟剂量变化与福岛第一核事故海洋放射性污染监测数据吻合较好,验证了该方法的有效性。对一个船用反应堆严重事故场景进行了模拟和分析,表明区域海洋扩散模型可以为核应急响应提供剂量评估。
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引用次数: 0
Development and Testing of TRACE/PARCS ECI Capability for Modelling CANDU Reactors with Reactor Regulating System Response 基于反应堆调节系统响应的CANDU反应堆建模的TRACE/PARCS ECI能力开发与测试
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-03-27 DOI: 10.1155/2022/7500629
S. Younan, D. Novog
The use of the USNRC codes TRACE and PARCS has been considered for the coupled safety analysis of CANDU reactors. A key element of CANDU simulations is the interactions between thermal-hydraulic and physic phenomena with the CANDU reactor regulating system (RRS). To date, no or limited development has taken place in TRACE-PARCS in this area. In this work, the system thermal-hydraulic code TRACE_Mac1.0 is natively coupled with the core physic code PARCS_Mac1.0, and RRS control is implemented via the exterior communications interface (ECI) in TRACE. ECI is used for coupling the external codes to TRACE, including additional physical models and control system models. In this work, a Python interface to the TRACE ECI library is developed, along with an RRS model written in Python. This coupling was tested using a CANDU-6 IAEA code coupling benchmark and a 900 MW CANDU model for various transients. For the CANDU-6 benchmark, the transients did not include RRS response, however, the TRACE_Mac1.0/PARCS_Mac1.0 coupling and ECI script functionality was compared to the previous benchmark simulations, which utilized external coupling. For the 900 MW CANDU simulations, all aspects of the ECI module and RRS were included. The results from the CANDU-6 benchmark when using the built-in coupling are comparable to those previously achieved using external coupling between the two codes with coupled simulations taking 2x to 3x less execution time. The 900 MW CANDU simulations successfully demonstrate the RRS functionality for the loss of flow events, and the coupled solutions demonstrate adequate performance for figure-of-eight flow instability modeling.
在CANDU反应堆的耦合安全性分析中,考虑了使用美国核管理委员会的代码TRACE和PARCS。CANDU模拟的一个关键因素是CANDU反应堆调节系统(RRS)的热工和物理现象之间的相互作用。迄今为止,TRACE-PARCS在这方面没有或只有有限的发展。在本工作中,系统热工代码TRACE_Mac1.0与核心物理代码PARCS_Mac1.0原生耦合,并通过TRACE中的外部通信接口(ECI)实现RRS控制。ECI用于将外部代码耦合到TRACE,包括附加的物理模型和控制系统模型。在这项工作中,开发了TRACE ECI库的Python接口,以及用Python编写的RRS模型。这种耦合使用CANDU-6 IAEA代码耦合基准和900 MW CANDU模型进行了各种瞬变测试。对于CANDU-6基准测试,瞬态不包括RRS响应,但是,将TRACE_Mac1.0/PARCS_Mac1.0耦合和ECI脚本功能与先前使用外部耦合的基准测试模拟进行了比较。对于900mw CANDU模拟,ECI模块和RRS的所有方面都包括在内。使用内置耦合时,CANDU-6基准测试的结果与之前使用两个代码之间的外部耦合所获得的结果相当,耦合模拟的执行时间减少了2倍到3倍。900 MW CANDU模拟成功地证明了RRS在流动损失事件中的功能,并且耦合解决方案在8字形流动不稳定性建模中表现出足够的性能。
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引用次数: 1
Investigation of the Flow and Heat Transfer Characteristics and Erosion Law of Particulate in LBE on the Subchannel 子通道LBE中颗粒流动传热特性及侵蚀规律的研究
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-03-22 DOI: 10.1155/2022/2354978
B. Zhu, Qi Xu, Pengxiang Li
A triangle subchannel model was established to study the flow and heat transfer characteristics of lead-bismuth eutectic (LBE) alloy and the erosion rate of the core channel by the particulate in LBE. Under different inlet velocities, particle types, particle diameters, and particle concentrations, the erosion law of the channel wall in LEB was investigated by using a discrete phase model (DPM). The results of this study showed that with the increase of inlet velocity, the outlet temperature of the LEB decreases and the heat transfer capacity was strengthened. The increase of inlet velocity will lead to the increase of erosion rate on the wall, and the change is exponential. The erosion rate of particulate in the low concentration is small but cannot be ignored; with increasing concentration of particulates, the erosion of the wall by particulates becomes serious. The effect of particulate density on the wall erosion rate can be ignored. The effect of changing the particle size on the erosion rate is more significant when the particle size is small, and at the same time, the erosion rate of the particles on the wall increases with the increase of the particle size.
建立了一个三角形子通道模型,研究了铅铋共晶(LBE)合金的流动和传热特性以及LBE中颗粒对芯通道的侵蚀速率。采用离散相模型(DPM)研究了在不同入口速度、颗粒类型、颗粒直径和颗粒浓度下LEB通道壁的侵蚀规律。研究结果表明,随着入口速度的增加,LEB的出口温度降低,传热能力增强。入口速度的增加会导致壁面侵蚀率的增加,并且这种变化是指数型的。颗粒物在低浓度下的侵蚀速率较小,但不可忽视;随着颗粒物浓度的增加,颗粒物对壁面的侵蚀也越来越严重。颗粒密度对壁面侵蚀率的影响可以忽略不计。当颗粒尺寸较小时,改变颗粒尺寸对侵蚀速率的影响更为显著,同时颗粒对壁面的侵蚀速率随着颗粒尺寸的增加而增加。
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引用次数: 0
Multiple Assessments on the Gamma-Ray Protection Properties of Niobium-Doped Borotellurite Glasses: A Wide Range Investigation Using Monte Carlo Simulations 掺铌硼碲化物玻璃伽马射线防护性能的多重评估:蒙特卡罗模拟的宽范围研究
IF 1.1 4区 工程技术 Q3 NUCLEAR SCIENCE & TECHNOLOGY Pub Date : 2022-03-18 DOI: 10.1155/2022/5890896
H. Tekin, Fatema T. Ali, G. Almisned, G. Susoy, S. Issa, A. Ene, W. Elshami, H. Zakaly
In this study, the monotonic effect of Ta2O5 and ZrO2 in some selected borotellurite glasses was investigated in terms of their impact on gamma-ray-shielding competencies. Accordingly, three niobium-reinforced borotellurite glasses (S1 : 75TeO2 + 15B2O3 + 10Nb2O5, S2 : 75TeO2 + 15B2O3 + 9Nb2O5 + 1Ta2O5, and S3 : 75TeO2 + 15B2O3 + 8Nb2O5 + 1Ta2O5 + 1ZrO2) were modelled in the general-purpose MCNPX Monte Carlo code. They have been defined as an attenuator sample between the point isotropic gamma-ray source and the detector in terms of determining their attenuation coefficients. To verify the MC results, attenuation coefficients were then compared with the Phy-X/PSD program data. Our findings clearly demonstrate that although some behavioral changes occurred in the shielding qualities, modest improvements occurred in the attenuation properties depending on the modifier variation and its magnitude. However, the replacement of 2% moles of Nb2O5 with 1% mole of Ta2O5 and 1% mole of ZrO2 provided significant improvements in both glass density and attenuation properties against gamma rays. Finally, the HVL values of the S3 sample were compared with some glass- and concrete-shielding materials and the S3 sample was reported for its outstanding properties. As a consequence of this investigation, it can be concluded that the indicated type of additive to be added to borotellurite glasses will provide some advantages, particularly when used in radiation fields, by increasing the shielding qualities moderately.
在本研究中,研究了Ta2O5和ZrO2在一些选定的硼碲化物玻璃中对伽马射线屏蔽能力的影响。因此,三种铌增强的碲化硼玻璃(S1 : 75TeO2 + 15B2O3 + 10Nb2O5,S2 : 75TeO2 + 15B2O3 + 9Nb2O5 + 1Ta2O5和S3 : 75TeO2 + 15B2O3 + 8Nb2O5 + 1Ta2O5 + 1ZrO2)在通用MCNPX蒙特卡罗程序中建模。就确定其衰减系数而言,它们被定义为点各向同性伽马射线源和探测器之间的衰减器样本。为了验证MC结果,然后将衰减系数与Phy-X/PSD程序数据进行比较。我们的研究结果清楚地表明,尽管屏蔽质量发生了一些行为变化,但根据改性剂的变化及其幅度,衰减性能略有改善。然而,用1%摩尔的Ta2O5和1%摩尔的ZrO2代替2%摩尔的Nb2O5在玻璃密度和对伽马射线的衰减性能方面提供了显著的改进。最后,将S3样品的HVL值与一些玻璃和混凝土屏蔽材料进行了比较,并报道了S3样品的优异性能。作为这项研究的结果,可以得出结论,要添加到碲化硼玻璃中的指定类型的添加剂将提供一些优势,特别是当在辐射场中使用时,通过适度地提高屏蔽质量。
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引用次数: 5
期刊
Science and Technology of Nuclear Installations
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