Correction of the radon exhalation rate using the Kalman filtering to reduce measurement errors

IF 2.6 3区 工程技术 Q1 NUCLEAR SCIENCE & TECHNOLOGY
Haoyu You , Jianfeng Tang , Zhongkai Fan , Ruomei Xie , Hongzhi Yuan , Yanliang Tan
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引用次数: 0

Abstract

The RAD7 detector is widely used for measuring the radon exhalation rate from the surfaces of media such as soil, rocks, and building materials. However, during the measurement process, the accuracy of the results is prone to interference due to the instrument's inherent statistical errors and environmental noise. To reduce these measurement errors, the Kalman filtering was introduced in this study to correct the radon exhalation rate, which was obtained through data fitting of radon concentration measured by the RAD7 detector. Ten verified experiments were performed with a radon exhalation standard device. The experimental result shows that 80 % of the radon exhalation rate, corrected by Kalman filtering, significantly approached the theoretical value of the standard device, compared to the uncorrected experimental results. It confirms the effectiveness of the Kalman filtering in correcting RAD7 measurements, thereby enhancing the accuracy of radon exhalation rate measurements. The proposed method provides a reference technical pathway for improving the measurement accuracy of similar radon measurement instruments.
用卡尔曼滤波校正氡呼出率以减少测量误差
RAD7探测器广泛用于测量土壤、岩石和建筑材料等介质表面的氡呼出率。然而,在测量过程中,由于仪器固有的统计误差和环境噪声,结果的准确性容易受到干扰。为了减小这些测量误差,本研究引入卡尔曼滤波对RAD7探测器测得的氡浓度数据拟合得到的氡呼出率进行校正。用氡释放标准装置进行了10次验证实验。实验结果表明,与未校正的实验结果相比,经卡尔曼滤波校正后,80%的氡呼出率显著接近标准装置的理论值。验证了卡尔曼滤波在RAD7测量校正中的有效性,从而提高了氡呼出率测量的精度。该方法为提高同类氡测量仪器的测量精度提供了参考技术途径。
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来源期刊
Nuclear Engineering and Technology
Nuclear Engineering and Technology 工程技术-核科学技术
CiteScore
4.80
自引率
7.40%
发文量
431
审稿时长
3.5 months
期刊介绍: Nuclear Engineering and Technology (NET), an international journal of the Korean Nuclear Society (KNS), publishes peer-reviewed papers on original research, ideas and developments in all areas of the field of nuclear science and technology. NET bimonthly publishes original articles, reviews, and technical notes. The journal is listed in the Science Citation Index Expanded (SCIE) of Thomson Reuters. NET covers all fields for peaceful utilization of nuclear energy and radiation as follows: 1) Reactor Physics 2) Thermal Hydraulics 3) Nuclear Safety 4) Nuclear I&C 5) Nuclear Physics, Fusion, and Laser Technology 6) Nuclear Fuel Cycle and Radioactive Waste Management 7) Nuclear Fuel and Reactor Materials 8) Radiation Application 9) Radiation Protection 10) Nuclear Structural Analysis and Plant Management & Maintenance 11) Nuclear Policy, Economics, and Human Resource Development
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