[HTML][HTML] Prediction of disc cutter life during shield tunneling with AI via the incorporation of a genetic algorithm into a GMDH-type neural network
Disc cutter consumption is a critical problem that influences work performance during shield
tunneling processes and directly affects the cutter change decision. This study proposes a …
tunneling processes and directly affects the cutter change decision. This study proposes a …
[HTML][HTML] Centrifuge modelling of tunnelling below existing twin tunnels with different types of support
Tunnel excavation below existing tunnels produces ultimate and serviceability problems to
the existing tunnels. The behaviours of induced stresses on the existing tunnels haven't yet …
the existing tunnels. The behaviours of induced stresses on the existing tunnels haven't yet …
Three-dimensional numerical modelling on localised leakage in segmental lining of shield tunnels
A new numerical approach for modelling the localised leakage of shield tunnel lining is
proposed, in which the localised leakage is simulated using a one-dimensional leakage …
proposed, in which the localised leakage is simulated using a one-dimensional leakage …
Effect of particle shape on the progressive failure of shield tunnel face in granular soils by coupled FDM-DEM method
The face failure of tunnels has been extensively studied. However, the effect of particle
shape on the failure process still remains unclear. In this paper, the progressive face failure …
shape on the failure process still remains unclear. In this paper, the progressive face failure …
Hybrid meta-heuristic and machine learning algorithms for tunneling-induced settlement prediction: A comparative study
Abstract Machine learning (ML) algorithms have been gradually used in predicting tunneling-
induced settlement, but there is no uniform process for establishing ML models and even …
induced settlement, but there is no uniform process for establishing ML models and even …
Material properties of the seal gasket for shield tunnels: A review
C Yang, SL Shen, DW Hou, SM Liao… - Construction and Building …, 2018 - Elsevier
This paper reviews the material properties of the seal gaskets of shield tunnels. In order to
understand the function of sealing gaskets, the significance and structure of gaskets in …
understand the function of sealing gaskets, the significance and structure of gaskets in …
[HTML][HTML] Variation of hydro-environment during past four decades with underground sponge city planning to control flash floods in Wuhan, China: An overview
This paper presents a review of the variation in the hydro-environment over the past four
decades in Wuhan, China, and discusses its close relationship with flash flood events …
decades in Wuhan, China, and discusses its close relationship with flash flood events …
Prediction of shield tunneling-induced ground settlement using machine learning techniques
Predicting the tunneling-induced maximum ground surface settlement is a complex problem
since the settlement depends on plenty of intrinsic and extrinsic factors. This study …
since the settlement depends on plenty of intrinsic and extrinsic factors. This study …
A critical evaluation of machine learning and deep learning in shield-ground interaction prediction
The interaction between a shield machine and the ground is a complicated problem
involving numerous extrinsic and intrinsic factors. Machine learning (ML) algorithms have …
involving numerous extrinsic and intrinsic factors. Machine learning (ML) algorithms have …
Deformation behaviors of existing tunnels caused by shield tunneling undercrossing with oblique angle
The impact of twin shields tunneling undercrossing with an oblique angle on the existing
tunnels is complicated and still lacks of understanding. This paper investigated the …
tunnels is complicated and still lacks of understanding. This paper investigated the …