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연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 발행연도
- 2021.10
- 수록면
- 3,431 - 3,437 (7page)
- DOI
- https://doi.org/10.1016/j.net.2021.04.019
이용수
초록· 키워드
오류제보하기
In this study, one-dimensional gamma ray source positions are estimated using a plastic scintillatingoptical fiber, two photon counters and via data processing with a machine learning algorithm. Anonlinear regression algorithm is used to construct a machine learning model for the position estimationof radioactive sources. The position estimation results of radioactive sources using machine learning arecompared with the theoretical position estimation results based on the same measured data. Varioustests at the source positions are conducted to determine the improvement in the accuracy of sourceposition estimation. In addition, an evaluation is performed to compare the change in accuracy whenvarying the number of training datasets. The proposed one-dimensional gamma ray source positionestimation system with plastic scintillating fiber using machine learning algorithm can be used asradioactive leakage scanners at disposal sites.
목차
등록된 정보가 없습니다.
참고문헌 (26)
참고문헌 신청
P. Finocchiaro / 2012 / Radioactive Waste: Sources, Types and Management / Nova Science Publishers, Inc :1~40
Classification of Radioactive Waste / IAEA Safety Series No. 111-G-1.1
A. Pappalardo / 2011 / Performance evaluation of SiPM's for low threshold gamma detection / Nucl. Phys. B-Proc. Sup 215:41~43
L. Cosentino / 2012 / Real-time online monitoring of radwaste storage : a proof-of-principle test prototype / IEEE Trans. Nucl. Sci 59:1426~1431
G. F. Knoll / 2010 / Radiation Detection and Measurement / John Wiley &Sons, Inc
Classification of Radioactive Waste / IAEA Safety Series No. 111-G-1.1
A. Pappalardo / 2011 / Performance evaluation of SiPM's for low threshold gamma detection / Nucl. Phys. B-Proc. Sup 215:41~43
L. Cosentino / 2012 / Real-time online monitoring of radwaste storage : a proof-of-principle test prototype / IEEE Trans. Nucl. Sci 59:1426~1431
G. F. Knoll / 2010 / Radiation Detection and Measurement / John Wiley &Sons, Inc
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