[HTML][HTML] Auto machine learning-based modelling and prediction of excavation-induced tunnel displacement

D Zhang, Y Shen, Z Huang, X Xie - Journal of Rock Mechanics and …, 2022 - Elsevier
The influence of a deep excavation on existing shield tunnels nearby is a vital issue in
tunnelling engineering. Whereas, there lacks robust methods to predict excavation-induced …

Simplified method for evaluating the response of existing tunnel induced by adjacent excavation

G Feng, C Xu, L Liang, M Tey, M Chi… - International Journal for …, 2023 - Wiley Online Library
Adjacent excavation may have a negative influence on the existing tunnel underneath. Thus,
it is important to evaluate the response of the tunnel due to adjacent excavation. However …

Simplified analysis method for predicting the influence of deep excavation on existing tunnels

DM Zhang, XC Xie, ZL Li, J Zhang - Computers and Geotechnics, 2020 - Elsevier
A deep excavation has a significant influence on existing tunnels. However, there is
currently a lack of simple and practical assessment methods for predicting this influence. In …

[HTML][HTML] Multi-objective optimization-based prediction of excavation-induced tunnel displacement

Y Tao, W He, H Sun, Y Cai, J Chen - Underground Space, 2022 - Elsevier
This paper proposes an inverse method for improving the prediction of tunnel displacements
during adjacent excavation. In this framework, staged data assimilation and parameter …

Simplified analytical method for evaluating the effects of adjacent excavation on shield tunnel considering the shearing effect

R Liang, T Xia, M Huang, C Lin - Computers and Geotechnics, 2017 - Elsevier
Adjacent excavations may have adverse impacts on the existing tunnels. Due to the
increasing demand for building excavations in close proximity to existing metro tunnels …

Evaluation of deformation response for adjacent tunnels due to soil unloading in excavation engineering

Z Zhang, M Huang, W Wang - Tunnelling and Underground Space …, 2013 - Elsevier
A major challenge in the design and construction of soil excavation and foundation pit
engineering in urban areas is the protection of adjacent underground structures, such as …

Predicting longitudinal tunnel deformation due to deep excavation-induced ground movement

L Mu, P Zhang, Z Shi, M Zhu, Z Gu - Tunnelling and Underground Space …, 2023 - Elsevier
Many excavations in urban areas are carried out near existing subway tunnels. To protect
the tunnels, it is important to predict the longitudinal tunnel deformation induced by the soil …

A simplified prediction method for evaluating tunnel displacement induced by laterally adjacent excavations

G Zheng, X Yang, H Zhou, Y Du, J Sun, X Yu - Computers and Geotechnics, 2018 - Elsevier
This investigation aimed to develop a simplified semi-empirical method of assessing the
deformation of tunnels laterally adjacent to excavations. A finite element analysis using the …

Physics-informed deep learning method for predicting tunnelling-induced ground deformations

Z Zhang, Q Pan, Z Yang, X Yang - Acta Geotechnica, 2023 - Springer
Tunnelling-induced ground deformations inevitably affect the safety of adjacent
infrastructures. Accurate prediction of tunnelling-induced deformations is of great importance …

Prediction of tunnel displacement induced by adjacent excavation in soft soil

JF Zhang, JJ Chen, JH Wang, YF Zhu - Tunnelling and Underground …, 2013 - Elsevier
Deep excavation may have impact on the adjacent tunnels. The interaction between new
excavations and existing tunnels has been increasingly serious with the rapid development …