Uncertainty and Sensitivity Evaluation of the QUENCH-02 Experiment Simulation Using the ASYST Code

IF 0.5 Q4 NUCLEAR SCIENCE & TECHNOLOGY Journal of Nuclear Engineering and Radiation Science Pub Date : 2023-06-20 DOI:10.1115/1.4062799
Siniša Šadek, Renato Pavlinac, Karlo Ivanjko, D. Grgić
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Abstract

Uncertainty and sensitivity methods are increasingly used in safety analyzes of nuclear power plants to address the unreliability of input data, numerical models and, in general, the lack of knowledge regarding certain physical phenomena, in determining safety margins and acceptance criteria. The ASYST code, developed as part of an international nuclear technology ASYST Development and Training Program (ADTP) managed by Innovative Systems Software (ISS), is used to perform an uncertainty analysis of the QUENCH-02 experiment conducted at the Karlsruhe Institute of Technology. The code uses a probabilistic methodology based on the propagation of input uncertainties. The QUENCH facility contains electrically heated PWR fuel rod simulators and the aim of the experiment is to examine hydrogen source term and the behavior of the fuel rod cladding during core reflood. For selected input parameters, such as steam/water flow, electrical power and other relevant boundary conditions, it is necessary to define their probability density functions. Input databases are then prepared for individual calculations based on the selected confidence level and confidence interval. The number of performed calculations is 60, large enough to ensure at least 95% coverage of expected output results and uncertainty limits. The results of the calculations are compared with the experimental measurements. The Pearson correlation coefficient is used to obtain correlation between the input uncertain parameters and the output data. Sensitivity analyses cover the influence of variations in the heater electrical power and the steam flow rate on the hydrogen production and the maximum cladding temperature.
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基于ASYST代码的淬火-02试验模拟的不确定度和灵敏度评价
不确定性和敏感性方法越来越多地用于核电厂的安全分析,以解决输入数据、数值模型的不可靠性,以及在确定安全裕度和接受标准方面缺乏对某些物理现象的了解。ASYST代码是由Innovative Systems Software (ISS)管理的国际核技术ASYST开发和培训计划(ADTP)的一部分,用于对卡尔斯鲁厄理工学院进行的QUENCH-02实验进行不确定性分析。该代码使用基于输入不确定性传播的概率方法。QUENCH设施包含电加热的压水堆燃料棒模拟器,实验的目的是检查堆芯再灌注过程中氢源项和燃料棒包壳的行为。对于选定的输入参数,如蒸汽/水流、电功率等相关边界条件,需要定义其概率密度函数。然后根据所选的置信水平和置信区间准备输入数据库进行单独的计算。执行的计算次数为60,足以确保至少95%的预期输出结果和不确定性限制的覆盖率。计算结果与实验测量结果进行了比较。使用Pearson相关系数来获得输入不确定参数与输出数据之间的相关性。灵敏度分析包括加热器电功率和蒸汽流量变化对产氢量和最高包层温度的影响。
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来源期刊
CiteScore
1.30
自引率
0.00%
发文量
56
期刊介绍: The Journal of Nuclear Engineering and Radiation Science is ASME’s latest title within the energy sector. The publication is for specialists in the nuclear/power engineering areas of industry, academia, and government.
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