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An Intelligent Optimization Method for Preliminary Design of Lead-Bismuth Reactor Core Based on Kriging Surrogate Model

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成果类型:
期刊论文
作者:
Li, Qiong;Liu, Zijing*;Xiao, Yingjie;Zhao, Pengcheng;Zhao, Yanan;...
通讯作者:
Liu, Zijing;Yu, T
作者机构:
[Liu, Zijing; Yang, Tao; Liu, ZJ; Yu, Tao; Zhao, Yanan; Li, Qiong; Xiao, Yingjie; Zhao, Pengcheng] Univ South China, Sch Nucl Sci & Technol, Hengyang, Peoples R China.
[Liu, Zijing; Yang, Tao; Liu, ZJ; Yu, Tao; Zhao, Yanan; Li, Qiong; Xiao, Yingjie; Zhao, Pengcheng] Univ South China, Hunan Engn & Technol Res Ctr Virtual Nucl Reactor, Hengyang, Peoples R China.
通讯机构:
[Liu, ZJ; Yu, T ] U
Univ South China, Sch Nucl Sci & Technol, Hengyang, Peoples R China.
Univ South China, Hunan Engn & Technol Res Ctr Virtual Nucl Reactor, Hengyang, Peoples R China.
语种:
英文
关键词:
intelligent optimization;Kriging surrogate model;lead-bismuth reactor;orthogonal Latin hypercube sampling;SEUMRE algorithm
期刊:
Frontiers in Energy Research
ISSN:
2296-598X
年:
2022
卷:
10
页码:
849229
基金类别:
This study is supported by the National Natural Science Foundation of China (Grant No. 12005097), Ministry of Equipment Development of Central Military Commission (Grant No. 6142A07190106), Natural Science Fund of Hunan Province (Grant No. 2020JJ5465), Department of Education of Hunan Province (Grant No. 9B494), and Science and Technology Innovation Team Project Fund of Hunan Province (Grant No. 2020RC4053).
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:
To meet the numerous application demands of lead-bismuth reactors, different design optimization tasks need to be conducted on these reactors based on the existing reactor core solutions. However, the design optimization of lead-bismuth reactors is a challenging task because it is a complex, multi-dimensional, and nonlinear constrained problem. To resolve these issues and improve the efficiency of design optimization, a new method, called the KSM-OLHS-SEUMRE method, based on the Kriging surrogate model (KSM), orthogonal Latin hypercube sampling...

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