A 3-D Neutron Distribution Reconstruction Method Based on the Off-Situ Measurement for Reactor

doi:10.1109/TNS.2021.3123381

HFCAS OpenIR

	A 3-D Neutron Distribution Reconstruction Method Based on the Off-Situ Measurement for Reactor
	Cao, Pei 1,2; Cao, Chenglong 1,2; Gan, Quan 3
	2021-12-01
发表期刊	IEEE TRANSACTIONS ON NUCLEAR SCIENCE
ISSN	0018-9499
通讯作者	Cao, Pei(caopeifu@mail.ustc.edu.cn)
摘要	Understanding the core neutron distribution is an indispensable condition to ensure the safe operation and effective burn-up of reactor fuel. It has become one of the new ways for reactor monitoring to use ex-core monitoring signals to calculate the in-core information recently. In this article, a fully convolutional network (FCN)-based architecture was implemented, where the 2-D and 3-D fully convolutional neural networks were used to reconstruct the space- and energy-dependent 3-D neutron distribution of the reactor core through the off-situ measurement directly. The new method has been validated in the H. B. Robinson reactor. The differences between reconstruction results of neutron flux distribution and Monte Carlo (MC) calculation were mostly less than 2%. The average relative deviation of reconstructing the neutron density was kept at 5%. It was demonstrated that the provided method was applicable to monitor the reactor core theoretically and would provide strong support for the subsequent research on the real-time monitoring for an operating reactor, safety, and operational testing for new reactor designs, and evaluation of source term information in a nuclear emergency.
关键词	Neutrons Inductors Image reconstruction Detectors Convolution Three-dimensional displays Monitoring Core surveillance fully convolutional network (FCN)-based architecture neutron distribution off-situ measurement space- and energy-dependent 3-D neutron distribution
DOI	10.1109/TNS.2021.3123381
关键词[WOS]	POWER DISTRIBUTION ; DESIGN
收录类别	SCI
语种	英语
WOS研究方向	Engineering ; Nuclear Science & Technology
WOS类目	Engineering, Electrical & Electronic ; Nuclear Science & Technology
WOS记录号	WOS:000731147000005
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：1[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.hfcas.ac.cn:8080/handle/334002/126931
专题	中国科学院合肥物质科学研究院
通讯作者	Cao, Pei
作者单位	1.Chinese Acad Sci, Sci Isl Branch, Inst Nucl Energy Safety Technol, HFIPS, Hefei 230031, Anhui, Peoples R China 2.Univ Sci & Technol China, Hefei 230027, Anhui, Peoples R China 3.Int Acad Neutron Sci, Qingdao 266199, Shandong, Peoples R China
推荐引用方式 GB/T 7714	Cao, Pei,Cao, Chenglong,Gan, Quan. A 3-D Neutron Distribution Reconstruction Method Based on the Off-Situ Measurement for Reactor[J]. IEEE TRANSACTIONS ON NUCLEAR SCIENCE,2021,68.
APA	Cao, Pei,Cao, Chenglong,&Gan, Quan.(2021).A 3-D Neutron Distribution Reconstruction Method Based on the Off-Situ Measurement for Reactor.IEEE TRANSACTIONS ON NUCLEAR SCIENCE,68.
MLA	Cao, Pei,et al."A 3-D Neutron Distribution Reconstruction Method Based on the Off-Situ Measurement for Reactor".IEEE TRANSACTIONS ON NUCLEAR SCIENCE 68(2021).