A probabilistic study of the influence of parameter uncertainty on solutions of the neutron transport equation

被引:17
作者
Eaton, Matthew [1 ]
Williams, M. M. R. [1 ]
机构
[1] Univ London Imperial Coll Sci Technol & Med, Dept Earth Sci & Engn, Appl Modelling & Computat Grp, London SW7 2BP, England
基金
英国工程与自然科学研究理事会;
关键词
Uncertainty; Neutron transport; Stochastic; POLYNOMIAL CHAOS;
D O I
10.1016/j.pnucene.2010.01.002
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
The influence of uncertainty in the scattering and absorption cross sections on the solution of the neutron transport equation is studied using polynomial chaos theory. The uncertainty is defined by means of uniform and log-uniform probability distributions. By expanding the neutron flux in a series of polynomial chaos functions we may reduce the stochastic transport equation to a set of coupled deterministic equations, analogous to those that arise in multi-group neutron transport theory, with the effective multi-group transfer scattering coefficients containing information about the uncertainty. This procedure enables existing transport theory computer codes to be used, with little modification, to solve the problem. Applications are made to a transmission problem and a constant source problem in a slab. In addition, we also study the rod model for which exact analytical solutions are readily available. In all cases, numerical results in the form of mean, variance and sensitivity are given which illustrate how absorption and scattering cross section uncertainty influences the solution of the transport equation. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:580 / 588
页数:9
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