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An improved lump mass stick model of a nuclear power plant based on the Kriging surrogate model

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成果类型:
期刊论文
作者:
Wang, Dayang;Chen, Wanruo;Zhu, Yong;Zhang, Yongshan;Fang, Yaochu
通讯作者:
Chen, WR
作者机构:
[Wang, Dayang; Chen, Wanruo; Zhang, Yongshan; Chen, WR; Zhu, Yong] Guangzhou Univ, Sch Civil Engn, Guangzhou 510006, Peoples R China.
[Fang, Yaochu; Chen, Wanruo; Chen, WR] Univ South China, Sch Civil Engn, Hengyang 421001, Peoples R China.
通讯机构:
[Chen, WR ] G
Guangzhou Univ, Sch Civil Engn, Guangzhou 510006, Peoples R China.
Univ South China, Sch Civil Engn, Hengyang 421001, Peoples R China.
语种:
英文
关键词:
Errors;Finite element method;Interpolation;Nuclear energy;Nuclear fuels;Pressurized water reactors;Structural dynamics;Conventional methods;Dynamics characteristic;Finite element modelling (FEM);Kriging surrogate model;Lump mass;Lump mass stick model;Modal assurance criterion;Stick model;Structural dynamic characteristic;Vibration modes;Nuclear power plants
期刊:
Nuclear Engineering and Design
ISSN:
0029-5493
年:
2024
卷:
423
页码:
113182
基金类别:
This project is supported by the National Natural Science Foundation of China ( 52178467 , 52378496 ), the Natural Science Foundation of Guangdong Province (2020a15150010993), and the Scientific Research Foundation of Hunan Provincial Education Department ( 23B0430 ).
机构署名:
本校为通讯机构
院系归属:
土木工程学院
摘要:
This paper focuses on an improved lump mass stick model of the AP1000 nuclear power plant (NPP). The conventional method is used to calculate the parameters of the lump mass stick (LMS) model of the AP1000 NPP, which has great differences between the LMS model and the finite element (FEM) model in terms of frequency and vibration mode. Therefore, with optimizing the mass condensation size of a shear wall without a floor as a goal, the improved lump mass stick (I-LMS) model based on the Kriging surrogate model is established. The results illustr...

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