Data-driven models in reliability analysis for tunnel structure: A systematic review

W Qin, EJ Chen, F Wang, W Liu, C Zhou - Tunnelling and Underground …, 2024 - Elsevier
Reliability analysis plays a critical role in the design optimization, operation, and
maintenance of tunnel structures. While classical mechanism models have been …

Reliability analysis method for tunnel structural design: Brief review and relevant prospects

Z Wang, M Hu, J Lai, S **e, Y Cai - Structures, 2023 - Elsevier
Ensuring the reliability of tunnel support systems is crucial for their safe and uninterrupted
use. However, tunnel engineering involves numerous uncertain factors, such as the …

A hybrid data-driven model for geotechnical reliability analysis

W Liu, A Li, W Fang, PED Love, T Hartmann… - Reliability Engineering & …, 2023 - Elsevier
Tunnel boring machines are widely used to construct underground rail networks in urban
areas. However, ground settlement due to complex geological conditions is an ever-present …

Reliability analysis of deep tunnels in spatially varying brittle rocks using interval and random field modelling

A Kumar, S Maurya, G Tiwari - International Journal of Rock Mechanics and …, 2024 - Elsevier
Rock properties are estimated using objective lab/in-situ testing and subjective judgements
invoking different types of uncertainties, ie, aleatory, and epistemic, along them, often …

Attribute recognition model for risk assessment of water inrush

J Wang, S Li, L Li, P Lin, Z Xu, C Gao - Bulletin of Engineering Geology …, 2019 - Springer
An attribute recognition model of water inrush risk evaluation is established based on
attribute mathematic theory and software is developed for risk assessment in a tunnel. In our …

Probabilistic evaluation of ground-support interaction for deep rock excavation using artificial neural network and uniform design

Q Lü, CL Chan, BK Low - Tunnelling and Underground Space Technology, 2012 - Elsevier
An efficient approach is proposed in this paper for probabilistic ground-support interaction
analysis of deep rock excavation using the artificial neural network (ANN) and uniform …

Bayesian characterization of correlation between uniaxial compressive strength and Young's modulus of rock

Y Wang, AE Aladejare - International Journal of Rock Mechanics and …, 2016 - Elsevier
The uniaxial compressive strength (UCS) and Young's modulus (E) of rock are important
mechanical parameters in rock engineering design and construction. UCS and E are also …

Closed-form solution and reliability analysis of deep tunnel supported by a concrete liner and a covered compressible layer within the viscoelastic burger rock

DP Do, MN Vu, NT Tran, G Armand - Rock Mechanics and Rock …, 2021 - Springer
Time-dependent rock behavior can significantly affect the design and the construction
method of tunnel support lining. As an innovation, a concrete liner covered with a …

Reliability based design optimization for a rock tunnel support system with multiple failure modes using response surface method

Q Lü, ZP **ao, J Ji, J Zheng - Tunnelling and Underground Space …, 2017 - Elsevier
Reliability-based design optimization (RBDO) is applied to a rock tunnel support system,
considering the ground-support interaction and the parametric uncertainties. Both reliability …

Moving least squares method for reliability assessment of rock tunnel excavation considering ground-support interaction

Q Lü, ZP **ao, J Ji, J Zheng, YQ Shang - Computers and Geotechnics, 2017 - Elsevier
A practical approach is proposed in this paper for the reliability assessment of rock tunnel
excavations using the moving least squares method (MLSM) and the uniform design. The …