APPLICATION OF KALMAN FILTER TO THE ESTIMATION OF 8-GROUP DE-LAYED NEUTRON SPECTRA FOR THE 235U THERMAL NEUTRON FISSION

A. Egorov, V. Piksaikin, D. Gremyachkin, K. Mitrofanov, V. Mitrofanov
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Abstract

In the present work the estimation of the 8-group delayed neutron energy spectra emitted in the fission of 235U by thermal neutrons have been done. Aggregate delayed neutron spectra that were measured with high resolution in the different time intervals after the thermal neutron irradiation of the 235U sample presented in the IAEA reference database for beta-delayed neutron emission have been used for the estimation process. Due to the lack of the uncertainties for the spectra presented in this database and the necessity of this data in the process of estimation of delayed neutron group spectra at first the estimation of uncertainties of these spectra have been done. In the estimation process the following components of uncertainty have been considered: statistical; the component due to the neutron background; component due to the distinctive features of neutron spectra restoration process measured using spectrometer filled by helium-3 and also the component appearing due to introduction of the correction on the distortion of the neutron spectra as a result of passing through the lead sheilding. Estimation of spectra have been made using the technique based on the Kalman filter that allows to take into account the uncertainties of the input data. Estimation results are shown in the numerical and graphic form.
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卡尔曼滤波在235u热中子裂变8族延迟中子谱估计中的应用
本文对235U裂变过程中热中子发射的8族延迟中子能谱进行了估计。采用原子能机构β -延迟中子发射参考数据库中235U样品在热中子辐照后不同时间间隔内高分辨率测量的总延迟中子能谱进行估计。由于该数据库中所提供的谱缺乏不确定度,以及该数据在延迟中子群谱估算过程中的必要性,本文首先对延迟中子群谱的不确定度进行了估算。在估计过程中,考虑了以下不确定性成分:统计;由中子背景引起的分量;由于氦-3填充谱仪测量的中子谱恢复过程的独特特征,以及由于引入了对中子谱通过铅屏蔽造成的畸变的校正而出现的成分。利用卡尔曼滤波技术,考虑了输入数据的不确定性,对光谱进行了估计。估计结果以数值和图形形式显示。
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