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Metaheuristic optimization method for compact reactor radiation shielding design based on genetic algorithm

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成果类型:
期刊论文
作者:
Chen, Zhenping;Zhang, Zhenyu;Xie, Jinsen;Guo, Qian;Yu, Tao*
通讯作者:
Yu, Tao
作者机构:
[Zhang, Zhenyu; Chen, Zhenping; Xie, Jinsen; Yu, Tao] Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Hunan, Peoples R China.
[Guo, Qian] Univ South China, Sch Resource Environm & Safety Engn, Hengyang 421001, Hunan, Peoples R China.
[Zhang, Zhenyu; Chen, Zhenping; Xie, Jinsen; Yu, Tao] Hunan Engn & Technol Res Ctr Virtual Nucl Reactor, Hengyang 421001, Hunan, Peoples R China.
[Guo, Qian] Hunan Prov Engn Res Ctr Radioact Control Technol, Hengyang 421001, Hunan, Peoples R China.
通讯机构:
[Yu, Tao] U
[Yu, Tao] H
Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Hunan, Peoples R China.
Hunan Engn & Technol Res Ctr Virtual Nucl Reactor, Hengyang 421001, Hunan, Peoples R China.
语种:
英文
关键词:
Compact reactor;Genetic algorithm;Metaheuristic optimization;Multi-objective optimization;Radiation shielding design
期刊:
Annals of Nuclear Energy
ISSN:
0306-4549
年:
2019
卷:
134
页码:
318-329
基金类别:
This work was supported in part by the National Natural Science Foundation of China (grant numbers 11605085 , 11705084 ), the Natural Science Foundation of Hunan Province (grant number 2018JJ4033 ), the project of Hunan Province Engineering Research Center of Radioactive Control Technology in Uranium Mining and Metallurgy and Hunan Province Engineering Technology Research Center of Uranium Tailings Treatment Technology (grant number 2019YKZX1011 ), and the Project of Innovation Center for Nuclear-Powered Technology (grant number HDLCXZX-2019-HD-34 ). The authors would like to show their appreciations to NEAL (Nuclear Engineering and Application Laboratory) Team for its support and contribution to this research.
机构署名:
本校为第一且通讯机构
院系归属:
核科学技术学院
摘要:
Obtaining an optimal shielding design is significant in developing of high-performance compact nuclear reactors. The traditional shielding design is a brute force trial-and-error method, which is a manually iterative procedure driven by human experiences. Thus, the shield solution achieved with traditional method is just an empirical one but not an optimal shield solution, which may degrade the overall operational performance of the nuclear-powered systems. To design optimal shields for compact reactors, a metaheuristic optimization method for ...

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