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A PROCEDURE FOR CHARACTERIZING THE RANGE OF INPUT UNCERTAINTY PARAMETERS BY THE USE OF THE FFTBM

机译:使用FFTBM来确定输入不确定性参数范围的过程

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In the last years various methodologies were proposed to evaluate the uncertainty of Best Estimate (BE) code predictions. The most used method at the industrial level is based upon the selection of input uncertain parameters, on assigning related ranges of variations and Probability Distribution Functions (PDFs) and on performing a suitable number of code runs to get the combined effect of the variations on the results. A procedure to characterize the variation ranges of the input uncertain parameters is proposed in the paper in place of the usual approach based (mostly) on engineering judgment. The procedure is based on the use of the Fast Fourier Transform Based Method (FFTBM), already part of the Uncertainty Method based on the Accuracy Extrapolation (UMAE) method and extensively used in several international frameworks. The FFTBM has been originally developed to answer questions like "How long improvements should be added to the system thermal-hydraulic code model? How much simplifications can be introduced and how to conduct an objective comparison?". The method, easy to understand, convenient to use and user independent, clearly indicates when simulation needs to be improved. The procedure developed for characterizing the range of input uncertainty parameters involves the following main aspects: a) One single input parameter shall not be 'responsible' for the entire error lexp-calcl, unless exceptional situations to be evaluated case by case; b) Initial guess for Max and Min for variation ranges to be based on the usual (adopted) expertise; c) More than one experiment can be used per each NPP and each scenario. Highly influential parameters are expected to be the same. The bounding ranges should be considered for the NPP uncertainty analysis; d) A data base of suitable uncertainty input parameters can be created per each NPP and each transient scenario.
机译:近年来,提出了各种方法来评估最佳估计(BE)代码预测的不确定性。在工业级别上,最常用的方法是基于输入不确定性参数的选择,指定相关的变化范围和概率分布函数(PDF),以及执行适当数量的代码运行以获取变化对传感器的综合影响。结果。本文提出了一种表征输入不确定参数变化范围的程序,代替了通常基于工程判断的通常方法。该程序基于使用基于快速傅立叶变换的方法(FFTBM),该方法已经是基于精度外推(UMAE)方法的不确定性方法的一部分,并且已在多个国际框架中广泛使用。最初开发FFTBM的目的是回答诸如“应该在系统热工液压代码模型中添加多长时间的改进?可以引入多少简化措施以及如何进行客观比较?”之类的问题。该方法易于理解,易于使用且用户独立,可清楚地指示何时需要改进仿真。为表征输入不确定性参数范围而开发的程序涉及以下主要方面:a)一个单个输入参数不应对整个误差lexp-calc负责,除非要逐案评估例外情况; b)根据通常(采用的)专业知识对变化范围的最大值和最小值进行初步猜测; c)每个NPP和每个方案可以使用多个实验。很有影响力的参数应该是相同的。 NPP不确定性分析应考虑边界范围; d)可以为每个NPP和每个瞬态场景创建具有适当不确定性输入参数的数据库。

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