Comparison of theoretical formulae and bootstrap method for statistical error estimation of Feynman-α method

被引:17
|
作者
Endo, Tomohiro [1 ]
Yamamoto, Akio [1 ]
机构
[1] Nagoya Univ, Grad Sch Engn, Chikusa Ku, Furo Cho, Nagoya, Aichi 4648603, Japan
关键词
Feynman-alpha method; Statistical error; Covariance; Bootstrap method; Prompt neutron decay constant; ACCELERATOR-DRIVEN SYSTEM; NEUTRON; SUBCRITICALITY; BENCHMARKS; PARAMETERS; DERIVATION; FISSION;
D O I
10.1016/j.anucene.2018.10.032
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
This paper discusses the statistical error of the variance-to-mean ratio, or the Y value in the Feynman-alpha method, from a single measurement of reactor noise. As a theoretical approach, two practical theoretical formulae are derived to estimate the statistical error of Y: one is based on the propagation of uncertainty with unbiased estimators for the third- and fourth-order central moments; the other is a simplified formula that reuses the Y value under the fundamental mode approximation, where the subcriticality is approximately less than 10,000 pcm. As a numerical approach, the bootstrap method is improved to efficiently estimate the correlations of Y between different counting gate widths, or covariance matrix Sigma(Y), due to the bunching method. Through an actual reactor noise experiment at the Kyoto University Criticality Assembly, the statistical errors of Y using the theoretical formulae and the bootstrap method are validated by comparing the reference statistical errors that are estimated from the multiple experiments of reactor noise. Furthermore, the impact of Sigma(Y) on the statistical error of the prompt neutron decay constant alpha is numerically investigated. Consequently, in the case of this experimental analysis, it was confirmed that the bootstrap method with the correlations of Y seems to be slightly better from the viewpoint of the coverage probability of the estimated confidence intervals of alpha, although the fitting error method without the correlation of Y could be useful for the order estimation of the statistical error of alpha. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:606 / 615
页数:10
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