版权说明 操作指南
首页 > 成果 > 详情

High-dimensional multi-objective shielding optimization method based on multi-parameter shielding calculation agent model

认领
导出
Link by DOI
反馈
分享
QQ微信 微博
成果类型:
期刊论文
作者:
Gui, Long;Song, Yingming;Yuan, Weiwei;Xia, Yue
通讯作者:
Song, YM;Yuan, WW
作者机构:
[Xia, Yue; Gui, Long; Song, Yingming] Univ South China, Sch Nucl Sci & Technol, Hengyang 421001, Peoples R China.
[Song, Yingming] CNNC, Nucl Ind Coll, Beijing 102618, Peoples R China.
[Yuan, Weiwei] Univ South China, Radon Prov Key Lab, Hengyang 421001, Peoples R China.
通讯机构:
[Yuan, WW ] U
[Song, YM ] C
CNNC, Nucl Ind Coll, Beijing 102618, Peoples R China.
Univ South China, Radon Prov Key Lab, Hengyang 421001, Peoples R China.
语种:
英文
关键词:
Shielding calculation agent;High-dimensional multi-objective;Shielding optimization;Neural network;Swish-NNTA;k_NSGAIII
期刊:
Annals of Nuclear Energy
ISSN:
0306-4549
年:
2025
卷:
214
页码:
111182
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:
The design of complex reactor shielding structures requires consideration of neutron and photon radiation levels in various regions, as well as trade-offs in weight, volume, and cost, leading to a substantial increase in shielding calculation parameters and optimization objectives. This study introduces a high-dimensional multi-objective shielding optimization method based on a multi-parameter shielding calculation surrogate model, with significant improvements to the FCNN-NSGAIII shielding optimization method which integrates a neural network with a genetic algorithm. For the optimization of ...

反馈

验证码:
看不清楚,换一个
确定
取消

成果认领

标题:
用户 作者 通讯作者
请选择
请选择
确定
取消

提示

该栏目需要登录且有访问权限才可以访问

如果您有访问权限,请直接 登录访问

如果您没有访问权限,请联系管理员申请开通

管理员联系邮箱:yun@hnwdkj.com