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An ISM-enhanced Bayesian network framework for tunnel deformation prediction

Hongxing Wang Chao Zhang Yinxiang Cui Ka-Veng Yuen Hang Li Lingfei Zhang Jianfei Guo Xiaoyi Zhang Xinyue Liang

Earth Energy Science2026，Vol.2Issue(2)：P.71-87,17.

Earth Energy Science2026，Vol.2Issue(2)：P.71-87,17.DOI:10.1016/j.ees.2026.100053

An ISM-enhanced Bayesian network framework for tunnel deformation prediction

Hongxing Wang ¹Chao Zhang ²Yinxiang Cui ²Ka-Veng Yuen ³Hang Li ³Lingfei Zhang ⁴Jianfei Guo ¹Xiaoyi Zhang ¹Xinyue Liang¹

作者信息

1. School of Safety Science and Engineering,Chongqing University of Science and Technology,Chongqing 401331,China
2. State Key Laboratory of Geomechanics and Geotechnical Engineering Safety,Institute of Rock and Soil Mechanics,Chinese Academy of Sciences,Wuhan,Hubei 430071,China
3. State Key Laboratory of Internet of Things for Smart City and Department of Civil and Environmental Engineering,University of Macao,China
4. Li Cun Sub-district Office,Urban and Rural Integration Demonstration Zone,Luoyang City,Henan Province 471000,China
折叠

摘要

关键词

Tunnel engineering/Ultimate deformation prediction/Bayesian network/Interpretive structural modeling/Data-driven feedback control

分类

交通工程

引用本文复制引用

Hongxing Wang,Chao Zhang,Yinxiang Cui,Ka-Veng Yuen,Hang Li,Lingfei Zhang,Jianfei Guo,Xiaoyi Zhang,Xinyue Liang..An ISM-enhanced Bayesian network framework for tunnel deformation prediction[J].Earth Energy Science,2026,2(2):P.71-87,17.

基金项目

supported by the Key Science and Technology Project of the Ministry of Emergency Management of the People''s Republic of China 2024(2024EMST080802) （2024EMST080802）

the Science and Technology Research Program of Chongqing Municipal Education Commission(Grant No.KJQN202301530) （Grant No.KJQN202301530）

the Natural Science Foundation of Chongqing(CSTB2023NSCQ-MSX1004). （CSTB2023NSCQ-MSX1004）

Earth Energy Science

ISSN：2950-1547

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