Application of artificial intelligence in geotechnical engineering: A state-of-the-art review
Geotechnical engineering deals with soils and rocks and their use in engineering
constructions. By their nature, soils and rocks exhibit complex behaviours and a high level of …
constructions. By their nature, soils and rocks exhibit complex behaviours and a high level of …
Mitigating tunnel-induced damages using deep neural networks
For intelligent risk prediction and optimization in the shield tunnel excavation under
uncertainty, this paper proposes a data-driven decision support framework based on the …
uncertainty, this paper proposes a data-driven decision support framework based on the …
Back analysis of rock mass parameters in tunnel engineering using machine learning techniques
Efficient determination of the rock mass properties is vitally important for calculating and
evaluating tunnel stability in tunnel engineering. The back analysis method has been widely …
evaluating tunnel stability in tunnel engineering. The back analysis method has been widely …
A Novel Back‐Analysis Approach for the External Loads on Shield Tunnel Lining in Service Based on Monitored Deformation
W Lin, P Li, X Xie, Y Cao… - Structural Control and …, 2023 - Wiley Online Library
The maintenance of in‐service shield tunnel lining has become a critical issue in recent
decades due to the rapid development of the metro system in China. The external load is …
decades due to the rapid development of the metro system in China. The external load is …
Numerical simulation of EPB shield tunnelling with TBM operational condition control using coupled DEM–FDM
This study demonstrates a three-dimensional numerical simulation of earth pressure
balance (EPB) shield tunnelling using a coupled discrete element method (DEM) and a finite …
balance (EPB) shield tunnelling using a coupled discrete element method (DEM) and a finite …
A prediction model for surface deformation caused by underground mining based on spatio-temporal associations
Accurate predictions of the surface deformation caused by underground mining are crucial
for the safe development of underground resources. Although surface deformation has been …
for the safe development of underground resources. Although surface deformation has been …
Automated position control of tunnel boring machine during excavation using deep reinforcement learning
Position control of tunnel boring machines (TBM) is critical to ensure precise construction
and meets design specifications. However, the high dependence on human intervention …
and meets design specifications. However, the high dependence on human intervention …
3D numerical simulation of TBM excavation for predicting surface settlements-state of the art
B Kratz, P Jehel, M Tatin - … -Knowledge and Passion to Make a …, 2023 - taylorfrancis.com
Tunnels offer efficient transportation infrastructure in urban areas such as the Grand Paris
Express in France. In urban areas, a densely built environment is exposed to the surface …
Express in France. In urban areas, a densely built environment is exposed to the surface …
Analysis and prediction of the river levee settlement derived from shield tunneling considering the excavation face stability
The river levee settlement derived from shield tunnel excavation face instability is an
anticipated safety issue. Serious engineering safety hazards may occur if it is not restricted …
anticipated safety issue. Serious engineering safety hazards may occur if it is not restricted …
A Novel Method for Analyzing the Factors Influencing Ground Settlement during Shield Tunnel Construction in Upper‐Soft and Lower‐Hard Fissured Rock Strata …
Y Wang, Y Zhang, Z Zhu, M Du, Y Qi - Geofluids, 2020 - Wiley Online Library
Focusing on the special stratum conditions of upper‐soft and lower‐hard fissured rock strata,
this paper conducts quantitative research and analysis on the factors influencing the ground …
this paper conducts quantitative research and analysis on the factors influencing the ground …