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Volume 5: Nuclear Safety, Security, and Cyber Security最新文献

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Study on Simulation Test of Hydrogen Deflagration Environment In Nuclear Power Plants 核电站氢气爆燃环境模拟试验研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-92375
Huian Zhan, Shaokun Jiang, Zhiyong Tao, Ning Zhao, Shengnan Yuan
The safety control of hydrogen is a key safety issue that must be considered in the design of nuclear power plant. In order to better study the impact of hydrogen combustion and even deflagration on the nuclear power plant, the Handan Purification Equipment Research Institute has designed and built a hydrogen deflagration environment simulation test platform, which can simulate the deflagration process of mixed gas with high hydrogen concentration range. The test results show that there are some differences in the hydrogen deflagration process of test container with different volumes. The large volume test container is more in line with the change process of hydrogen deflagration environment in serious accidents of nuclear power plant. The large volume test container has problems such as large concentration gradient of hydrogen and temperature stratification. The closer to the top of the test container, the higher the temperature. It is possible to select a suitable location to install the test equipment according to the needs. With the same gas composition conditions, increasing the initial mixture temperature can effectively improve the half peak width of the hydrogen deflagration ambient temperature curve and slow down the temperature decline rate in the simulated environment. The above experimental research lays a foundation for the equipment availability verification test in the hydrogen deflagration environment of nuclear power plant.
氢的安全控制是核电站设计中必须考虑的关键安全问题。为了更好地研究氢气燃烧乃至爆燃对核电站的影响,邯郸市净化设备研究所设计并搭建了一个氢气爆燃环境模拟试验平台,可以模拟高氢气浓度范围内混合气体的爆燃过程。试验结果表明,不同体积的试验容器的氢气爆燃过程存在一定的差异。大体积试验容器更符合核电站重大事故中氢气爆燃环境的变化过程。大体积试验容器存在氢气浓度梯度大、温度分层等问题。越靠近测试容器的顶部,温度越高。可以根据需要选择合适的位置安装试验设备。在相同气体成分条件下,提高初始混合温度可以有效提高氢爆燃环境温度曲线的半峰宽度,减缓模拟环境中的温度下降速率。上述实验研究为核电站氢爆燃环境下设备可用性验证试验奠定了基础。
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引用次数: 0
A Physics-Driven X-Ray Image Data Augmentation Method for Automated Threat Detection in Nuclear Facility Entrancement 核设施自动化威胁检测的物理驱动x射线图像数据增强方法
Pub Date : 2022-08-08 DOI: 10.1115/icone29-92402
Shuo Xu, Gang Chen, Weiwei Li, Xincheng Xiang
Due to the perspective ability of the internal structure of objects, the X-ray security screening system has been used to ensure nuclear security in nuclear facility entrancement. To improve detection efficiency and accuracy, recent work posed a particular interest in automated threat detection algorithms based on deep learning. A significant obstacle to developing high performance of such algorithms is the difficulty of obtaining large labeled training datasets. X-ray image data augmentation strategies based on experimental images have been proposed by other investigators. This paper proposed a physics-driven X-ray image data augmentation method for automated threat detection. Using the 3D modeling software, we can construct threat models and project them into threat images without experiment. According to Lambert-Beer law, the simulation image datasets can be made by exponentially overlaying the threat images on the background images. Considering the energy spectrum and scattering effect, we further process the phantoms and projection images accordingly to be more authentic. We train YOLOv5 architecture on the simulation dataset and test the algorithm on the experimental images. The results show that our approach achieves good performances in automated threat detection with an average recognition accuracy of over 90% and a mAP@0.5 of 82.9%, which is an effective method to increase the X-ray image dataset in both quantity and diversity.
由于对物体内部结构的透视能力,x射线安检系统已被用于确保核设施入口的核安全。为了提高检测效率和准确性,最近的工作对基于深度学习的自动威胁检测算法提出了特别的兴趣。开发高性能算法的一个重要障碍是难以获得大型标记训练数据集。其他研究者也提出了基于实验图像的x射线图像数据增强策略。提出了一种物理驱动的x射线图像数据增强方法,用于自动威胁检测。利用三维建模软件,我们可以构建威胁模型并将其投影到威胁图像中,而无需进行实验。根据Lambert-Beer定律,将威胁图像指数叠加在背景图像上即可得到仿真图像数据集。考虑到能量谱和散射效应,我们进一步对幻影和投影图像进行处理,使其更加真实。我们在模拟数据集上训练YOLOv5架构,并在实验图像上测试算法。结果表明,该方法在自动威胁检测中取得了良好的性能,平均识别准确率达到90%以上,mAP@0.5达到82.9%,是增加x射线图像数据集数量和多样性的有效方法。
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引用次数: 0
Multi-Units Nuclear Power Plant Site Initial Event Filtration 多机组核电厂场址初始事件过滤
Pub Date : 2022-08-08 DOI: 10.1115/icone29-94324
Wanxin Feng, Runcai Zhao, Shuxian Ding, Yu Yu, F. Niu
At present, the probabilistic safety assessment (PSA) method is mainly applied to a single unit, while actual nuclear power plants are usually multi-reactor sites. In the multi-unit level 1 probabilistic safety assessment study, the modeling workload is greatly increased. Also, it is necessary to consider the correlation between units, the probabilistic safety evaluation of multiple reactor sites is confronted with great challenges. Safety assessment of multi-unit sites should begin with a screening of the initial event, and not all events need to be analyzed by building an event tree. This paper described the classification status of initial events at multi-unit and calculated these events’ core damage frequency (CDF) upper and lower bounds. The upper limit of CDF is based on the assumption of complete dependence between units, and the lower limit is based on the assumption of complete independence between units. Taking a two-unit as an example, it screened the initial events and sorted out the characteristics of accidents. We assume that the time limit for simultaneous accidents of two units is 24 hours. The results show that the loss-of-offsite-power (LOOP), loss of heat trap and other events are suitable for modeling and analysis. In addition, given the analysis suggestions for other accidents combined with their characteristics. The analytical methods and results provide the basis for the multi-unit Probabilistic Safety Assessment modeling.
目前,概率安全评估(PSA)方法主要应用于单个机组,而实际核电站通常是多堆场址。在多单元一级概率安全评估研究中,建模工作量大大增加。同时,由于需要考虑机组间的相关性,多反应堆场址的概率安全评价面临着很大的挑战。多单元站点的安全评估应该从筛选初始事件开始,并不是所有事件都需要通过构建事件树来分析。本文描述了多单元初始事件的分类状态,并计算了这些事件的核心损伤频率(CDF)上界和下界。CDF的上限基于单元之间完全依赖的假设,下限基于单元之间完全独立的假设。以双单元为例,对初始事件进行筛选,整理出事故特征。我们假设两个机组同时发生事故的时限为24小时。结果表明,场外功率损失(LOOP)、热阱损失等事件适合建模和分析。此外,结合其他事故的特点,给出了分析建议。分析方法和结果为多单元概率安全评估建模提供了依据。
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引用次数: 0
Analysis on the Fastening System of Radioactive Material Packages In Railway Transportation 铁路运输中放射性物质包装的紧固系统分析
Pub Date : 2022-08-08 DOI: 10.1115/icone29-90719
Qian Sun, Zhipeng Wang, Changwu Wang, Yuhang Zhang, Lei Chen, Xuexin Wang, Guoqiang Li
For radioactive material packages railway transportation, a reliable fastening system of the packages in the wagon is the key to realize safe and efficient transportation. The following types of fastening systems are mainly used in the railway transportation for small radioactive material packages, such as stopper reinforcement, rope reinforcement, bolt reinforcement, freight container loading and reinforcement, etc. The fastening system should be determined according to the size, shape, weight and other parameters of different packages. In that case, the requirements of convenient operation could be considered while ensuring the reinforcement strength. Combined with the examples of different types of radioactive material packages, some examples of reasonable fastening systems for railway transportation were introduced. In order to ensure the safety, the strength of reinforcement materials should be calculated and verified, and the transportation stability of wagon loaded with packages should be analyzed.
铁路运输放射性物料包装时,可靠的车厢内包装紧固系统是实现安全高效运输的关键。铁路运输中主要使用以下几种紧固系统,如塞子加固、绳索加固、螺栓加固、货运集装箱装载加固等。紧固系统应根据不同包装的尺寸、形状、重量等参数确定。此时在保证加固强度的同时,可考虑操作方便的要求。结合不同类型放射性物质包装的实例,介绍了铁路运输中合理紧固系统的一些实例。为了保证安全,应对加固材料的强度进行计算和校核,并对装载包裹的货车的运输稳定性进行分析。
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引用次数: 0
Dynamic Analysis and Experimental Study of the Multi-Point Support Structure Based on Similar Theory Under Thermal Environment 热环境下基于相似理论的多点支撑结构动力分析与试验研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-93497
Xiaocong Deng, Qingsong Liu, Jianming Zhou, Chen Xi, Shuo Hou, Qiang Liu, G. Lu, Xudong Wei, Liang Ni
For the large high-temperature structure with multiple points of support, the support keys are not only subjected to the self-weight of the structure, but also to the static and dynamic loads in the assembly environment; on the other hand, the nonuniform temperature distribution forms different degrees of thermal stresses on the structure, while the thermal expansion effect has a significant impact on the assembly state of the support keys and the supports. As an over-constrained system, if the extreme assembly relationship between the bearing key and the support occurs, such as jamming, it will further deteriorate the pre-stress condition of the support system and seriously threaten the safety of the structure. Restricted by the size of the structure and test conditions, the scaled model is considered instead of the full-sized structure for dynamics analysis and experimental study to evaluate the safety and reliability of the support system under thermal environment. In this paper, the force state of the bearing system under operation is analyzed by combining numerical simulation and scaled model tests, the possible jamming risk during the application of the bearing is predicted and the corresponding plan is formulated. The effectiveness of the plan is verified by optimizing the clearance factor of the scaled model, which provides a reference for the safe design of multi-point support structures under thermal environment.
对于具有多点支承的大型高温结构,支承键不仅要承受结构自重,还要承受装配环境中的静、动载荷;另一方面,温度分布的不均匀对结构形成了不同程度的热应力,而热膨胀效应对支撑键和支架的装配状态有显著影响。支承键作为一种过约束系统,如果支承键与支承之间出现极端的装配关系,如卡壳等,将进一步恶化支承系统的预应力状况,严重威胁结构的安全。受结构尺寸和试验条件的限制,采用缩尺模型代替原尺寸结构进行动力学分析和试验研究,以评价热环境下支撑系统的安全性和可靠性。本文采用数值模拟与比例模型试验相结合的方法,分析了轴承系统在运行时的受力状态,预测了轴承在使用过程中可能出现的干扰风险,并制定了相应的解决方案。通过对比例尺模型的间隙系数进行优化,验证了方案的有效性,为热环境下多点支撑结构的安全设计提供了参考。
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引用次数: 0
Explainable Neural Network Algorithm for Rapid Radionuclide Identification Under Low Count Gamma-Ray Spectrum Data 低计数伽马射线谱数据下放射性核素快速识别的可解释神经网络算法
Pub Date : 2022-08-08 DOI: 10.1115/icone29-92829
Yu Wang, Sufen Li, Yong-gang Huo, Jianqing Yang, Quan-hu Zhang
Real-time and automatic radioisotope identification using gamma spectrum is an important issue in the field of nuclear safety. It is widely used in vehicle mounted radioisotope monitoring, Marine radioisotope monitoring and nuclear decommissioning verification scenarios. At present, the focus of radionuclide identification is fast and stable recognition under low count conditions. In this paper, a radionuclide recognition method based explainable artificial neural network is proposed, and a synthetic gamma spectrum data set is created. The data set contains gamma-ray spectra of 12 different types of radionuclides, which were obtained by Geant4 Monte Carlo simulation software and gaussian broadening of the detector. Data Augmentation was achieved by simulating gamma spectra at different measuring times, different measuring distances and different ambient temperatures. The training results of the neural network optimized by hyperparameter show that it has a high accuracy on the test set with shorter measurement time, longer measurement distance and larger energy spectrum drift range, which provides a method for rapid identification of nuclides in the case of low count. Using t-SNE dimension reduction technology, the twelve dimensions data output by the neural network is reduced to two dimensions for feature visualization, which vividly explains and verifies the recognition results of neural network.
利用伽马谱进行实时、自动的放射性同位素鉴定是核安全领域的一个重要课题。广泛应用于车载放射性同位素监测、海洋放射性同位素监测和核退役核查等场景。目前,放射性核素识别的重点是在低计数条件下的快速稳定识别。本文提出了一种基于可解释人工神经网络的放射性核素识别方法,并建立了一个合成的伽马谱数据集。该数据集包含12种不同类型的放射性核素的伽马能谱,这些能谱是通过Geant4蒙特卡罗模拟软件和探测器的高斯展宽获得的。通过模拟不同测量时间、不同测量距离和不同环境温度下的伽马能谱,实现了数据增强。经超参数优化后的神经网络训练结果表明,该神经网络在测试集上具有较短的测量时间、较长的测量距离和较大的能谱漂移范围,具有较高的准确度,为在低计数情况下快速识别核素提供了一种方法。利用t-SNE降维技术,将神经网络输出的12维数据降维为2维进行特征可视化,生动地说明和验证了神经网络的识别结果。
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引用次数: 1
Analysis on the Nuclear Safety Supervision Mode of the World’s Major Nuclear Power Countries and Its Enlightenment to the Improvement of China’s Nuclear Safety Supervision Technical Support Ability 世界主要核电国家核安全监管模式分析及其对提高中国核安全监管技术保障能力的启示
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91379
Han Wu, Guoxin Yu, K. Teng, Xiangyang Zheng
In the view of the International Atomic Energy Agency (IAEA), the decision-making of safety supervision of civil nuclear facilities needs independence. In order to deeply evaluate and review a series of issues related to the safety of civil nuclear facilities, national regulatory authorities usually need to consult independent institutions or external committees with professional capabilities. Such organizations providing technical services are called Technical Support Organizations (TSO), which can be national laboratories, research institutions or consulting units. In some cases, support from professional organizations in other countries may also be required. Most of the world’s major nuclear power countries adopt an independent nuclear safety supervision model. All along, China has continuously strengthened the construction of nuclear safety supervision capacity, and the safety supervision capacity has been gradually improved. China has established a nuclear and radiation safety supervision system, including National Nuclear Safety Administration (NNSA) as the decision-making department for nuclear and radiation safety supervision, six regional nuclear and radiation safety supervision stations, Nuclear and Radiation Safety Center (NSC) and other units. China has established a nuclear safety expert committee, and mainly relies on the National Nuclear and Radiation Safety Supervision Technology R & D Base (R & D Base) as the central level test, verification and R & D platform to provide consultation and technical support. The R & D base has completed the construction of some test, verification and R & D functions. China has built a series of important laboratories in the R & D base, it still has not formed R & D system. In the future, China need to improve the technical support capacity of nuclear safety supervision. In short, the independence of nuclear safety regulatory decision-making requires to enhance from institutional independence to capability independence. The independence of China’s nuclear safety regulatory authority has been basically established. In the future, it is more important to improve the regulatory capacity. Only by establishing a perfect technology R & D system can nuclear safety decision-making be based on sufficient scientific basis.
国际原子能机构(IAEA)认为,民用核设施安全监管的决策需要独立性。为了深入评价和审查与民用核设施安全有关的一系列问题,国家监管当局通常需要咨询具有专业能力的独立机构或外部委员会。这种提供技术服务的组织被称为技术支持组织(TSO),它可以是国家实验室、研究机构或咨询单位。在某些情况下,也可能需要其他国家的专业组织提供支助。世界主要核电国家大多采取独立的核安全监管模式。一直以来,中国不断加强核安全监管能力建设,安全监管能力逐步提高。中国建立了以国家核安全局为核与辐射安全监管决策部门、6个区域核与辐射安全监督站、核与辐射安全中心等单位为核心的核与辐射安全监管体系。中国成立了核安全专家委员会,主要依托国家核与辐射安全监管技术研发基地(简称“研发基地”)作为中央级试验、验证和研发平台,提供咨询和技术支持。研发基地已完成部分试验、验证和研发功能的建设。中国在研发基地建设了一系列重要的实验室,但还没有形成研发体系。未来,中国需要提高核安全监管的技术保障能力。总之,核安全监管决策的独立性需要从机构独立性提升到能力独立性。中国核安全监管机构的独立性已基本确立。在未来,提高监管能力更为重要。只有建立完善的技术研发体系,才能使核安全决策有充分的科学依据。
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引用次数: 0
Experimental Research on Drag Characteristic of Air Flow Path for ACP-100 Passive Containment Air Cooling System ACP-100被动安全壳空冷系统气流路径阻力特性实验研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91504
Mingrui Yu, Hongliang Wang, Zhuo Liu, Yu Feng, Xu Han, Yidan Yuan
Passive containment air cooling system (PAS) is an important special safety system for the small modular pressurized water reactor ACP-100. The heat is transferred to the environment by the natural draft air cooling under accident conditions. The flow loss of the air flow paths has an important influence on the heat transfer power of PAS. A one-sixth scale model of PAS air flow path was constructed which was a 90° wedge angle sector of the cylindrical symmetric passages. The pressure distributions at different sections of the model were measured, the drag coefficients were analyzed. The experimental results showed that the total drag coefficients of the four different air inlet paths were almost the same, and they showed a decreasing trend with the increase of Reynolds number. The sleeves had the largest drag coefficient, accounting for about 26%, followed by the air inlet, chimney outlet, the turning and the corridor. The other components had little effect on the pressure loss. Afterward, the aerodynamic modification was carried out, the modification for the turning could reduce the total drag coefficient by 4.5 %. The experimental results of this paper provide necessary data support for the ACP 100 engineering design.
被动安全壳空冷系统(PAS)是ACP-100小型模块化压水堆重要的专用安全系统。在事故条件下,热量通过自然通风冷却传递到环境中。气流路径的流动损失对PAS的换热性能有重要影响。建立了六分之一比例尺的气路模型,该模型是圆柱对称通道的90°楔角扇形。测量了模型不同截面的压力分布,分析了阻力系数。实验结果表明,四种不同进气道的总阻力系数基本相同,且随雷诺数的增加呈减小趋势。套筒的阻力系数最大,约占26%,其次是进风口、烟囱出口、转弯处和走廊。其他组分对压力损失影响不大。在此基础上进行了气动改造,对转弯进行了改造,使总阻力系数降低4.5%。本文的实验结果为acp100的工程设计提供了必要的数据支持。
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引用次数: 0
Study on In-Containment Refueling Water Storage Tank Filter Upstream Effects Analysis Based on Three-Dimensional Design 基于三维设计的内装换料水箱过滤器上游效应分析研究
Pub Date : 2022-08-08 DOI: 10.1115/icone29-93200
Minghua Zhu
After the high-energy pipeline break accident in the containment, the pipeline insulation and other materials near the break will be damaged after impact, which will produce a large amount of debris. Some debris will be produced, a fraction of this dislodged insulation and other materials will be transported to the containment floor by the steam/water flows from the break and the containment spray. The in-containment refueling water storage tank is widely used in the third-generation nuclear power plant as the water source to support long-term recirculation for the functions of residual heat removal, emergency core cooling, and containment atmosphere cleanup. Typically, a filter is installed around inlet of pump to filter the debris and to minimize the amount of debris entering the downstream lines and the reactor core. The accumulated debris on the screen of filter may increase the differential pressure across the screen and thus decrease the net positive suction head margin available to pumps. The system may even disable all operational capability. In order to evaluating the performance of filters during and after accident, a reasonable conservative debris evaluation is required as design input. In order to accurately evaluate the impact of filter after accident, a reasonable and conservative debris source term evaluation is needed as the design input. The nuclear island design of the third-generation nuclear power first project fully adopts 3D modeling. This paper introduces the improvement of the upstream analysis method of IRWST filter based on three-dimensional design.
在安全壳内发生高能管道破裂事故后,破裂附近的管道保温等材料受到冲击后会遭到破坏,产生大量的碎片。将产生一些碎片,这些被移出的绝缘材料和其他材料的一小部分将通过从裂缝和安全壳喷雾中流出的蒸汽/水流输送到安全壳底板。安全壳换料储水罐作为支持长期再循环的水源,广泛应用于第三代核电站,具有排余热、堆芯应急冷却和安全壳大气净化等功能。通常,在泵的入口周围安装一个过滤器,以过滤碎屑,并尽量减少进入下游管线和反应堆堆芯的碎屑量。堆积在过滤器筛网上的碎屑可能会增加筛网两端的压差,从而降低泵可用的净正吸头裕度。该系统甚至可能使所有作战能力失效。为了评估事故发生时和事故发生后过滤器的性能,需要合理的保守碎片评估作为设计输入。为了准确评估事故后过滤器的影响,需要合理保守的碎片源项评估作为设计输入。第三代核电一期工程核岛设计完全采用3D建模。本文介绍了基于三维设计的IRWST滤波器上游分析方法的改进。
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引用次数: 0
Numerical Simulation of the Effect of Mixed Gas Temperature and Steam Injection Rate on Hydrogen Distribution at Steady State in Small Volumes 混合气体温度和蒸汽注入速率对小体积稳态氢分布影响的数值模拟
Pub Date : 2022-08-08 DOI: 10.1115/icone29-91506
Yu Feng, Hongliang Wang, Mingrui Yu, Yidan Yuan
Hydrogen may be released into the containment atmosphere of a nuclear power plant during a severe accident. Locally, high hydrogen volume fraction can be reached that can possibly cause fast deflagration or even detonation and put the integrity of the containment at risk. The measurement accuracy of hydrogen volume fraction in containment is important to judge the flammability of hydrogen in the containment during a severe accident. The experimental device for hydrogen distribution and hydrogen volume fraction measurement at steady state in small volumes will be set up in the future, it is necessary to study on the effect of mixed gas temperature and steam injection rate on hydrogen distribution at steady state in small volumes. Computational fluid dynamics (CFD) codes can be applied to predict hydrogen distribution in compartments at steady state in the containment during a severe accident. The pressure vessel is used to provide the same mixed gas as in the containment during a severe accident, and the numerical simulation is carried out for different work conditions with hydrogen-nitrogen mixture of 20% hydrogen volume fraction in the pressure vessel, investigating the effect of mixed gas temperature and steam injection rate on hydrogen distribution at steady state in small volumes. The numerical simulation results are qualitatively analyzed in the paper, the following conclusions indicate that it is no obvious stratification of hydrogen at steady state in small volumes at the work conditions (0–100, 0–120, 0–140, 0–160) with different mixed gas temperatures and it is no obvious stratification of hydrogen at steady state in small volumes at the work conditions (0.1–160, 1–160) with different steam injection rates. Therefore, mixed gas temperature and steam injection rate have almost no effect on hydrogen distribution at steady state in small volumes. The numerical simulation results can provide some data basis for the experimental device for hydrogen distribution and hydrogen volume fraction measurement at steady state in small volumes in the future, and the outcomes of the qualitatively analysis can be used for design and optimization of the experimental device, in order to develop a hydrogen volume fraction measurement system for the containment during a severe accident.
在一次严重的事故中,氢可能被释放到核电站的安全壳大气中。在局部,可以达到高氢体积分数,这可能导致快速爆燃甚至引爆,并危及安全壳的完整性。在重大事故中,安全壳内氢气体积分数的测量精度是判断安全壳内氢气可燃性的重要指标。未来将建立小体积稳态氢气分布和氢气体积分数测量的实验装置,有必要研究混合气体温度和注汽速率对小体积稳态氢气分布的影响。计算流体力学(CFD)程序可用于预测严重事故中安全壳稳态时舱室内氢气的分布。采用压力容器提供与重大事故安全壳相同的混合气体,对压力容器内氢气体积分数为20%的氢氮混合气体进行了不同工况的数值模拟,研究了混合气体温度和注汽速率对小体积稳态氢气分布的影响。本文对数值模拟结果进行了定性分析,得出以下结论:不同混合气体温度工况(0-100、0-120、0-140、0-160)小体积稳态氢气无明显分层现象,不同注汽速率工况(0.1-160、1-160)小体积稳态氢气无明显分层现象。因此,混合气温度和注汽速率对小体积稳态氢分布几乎没有影响。数值模拟结果可为今后小体积稳定状态下氢气分布和氢气体积分数测量实验装置提供一定的数据依据,定性分析结果可用于实验装置的设计和优化,从而开发出严重事故时安全壳氢气体积分数测量系统。
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引用次数: 0
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