Automated recognition model of geomechanical information based on operational data of tunneling boring machines

H Yang, K Song, J Zhou - Rock Mechanics and Rock Engineering, 2022 - Springer
When a tunnel boring machine (TBM) is applied to the tunnel constructed in the mixed-face
ground, the ground conditions ahead of tunnel face have a key impact on the operation …

Full-scale linear cutting tests to study the influence of pre-groove depth on rock-cutting performance by TBM disc cutter

B Li, B Zhang, M Hu, B Liu, W Cao, B Xu - Tunnelling and Underground …, 2022 - Elsevier
To improve the tunnelling performance of tunnel boring machines in hard rock and
extremely hard rock environments, abrasive water jet assisted rock breaking is a possible …

Integrated parameter optimization approach: Just-in-time (JIT) operational control strategy for TBM tunnelling

X Li, S Zhao, Y Shen, G Li, H Zhu - Tunnelling and Underground Space …, 2023 - Elsevier
The timely and appropriate adjustment of operational control strategy is necessary for
efficient tunnelling and hazard prevention in tunnel boring machine (TBM) projects. Because …

Intelligent decision method for main control parameters of tunnel boring machine based on multi-objective optimization of excavation efficiency and cost

B Liu, Y Wang, G Zhao, B Yang, R Wang… - … and Underground Space …, 2021 - Elsevier
Timely and reasonable matching of the control parameters and geological conditions of the
rock mass in tunnel excavation is crucial for hard rock tunnel boring machines (TBMs) …

A hybrid comprehensive performance evaluation approach of cutter holder for tunnel boring machine

M Yang, Z Ji, L Zhang, A Zhang, Y Xia - Advanced Engineering Informatics, 2022 - Elsevier
Cutter holder is a crucial component of tunnel boring machine (TBM), whose performance
evaluation and selection needs to consider many factors, which is a challenging Multiple …

Automatic segmentation of TBM muck images via a deep-learning approach to estimate the size and shape of rock chips

X Zhou, Q Gong, Y Liu, L Yin - Automation in Construction, 2021 - Elsevier
Real-time muck analysis is of great importance for assisting tunnel boring machines (TBMs)
in intelligent tunneling. Typically, muck images are characterized by low contrast, large …

Development of a real-time muck analysis system for assistant intelligence TBM tunnelling

Q Gong, X Zhou, Y Liu, B Han, L Yin - Tunnelling and Underground Space …, 2021 - Elsevier
Intelligent tunnelling has become an important direction for the development of TBM
technology recently. As a result of the interaction between rock mass and TBM cutterhead …

Development and application of an in-situ indentation testing system for the prediction of tunnel boring machine performance

XP Zhang, WQ Xie, QS Liu, XM Yang, SH Tang… - International Journal of …, 2021 - Elsevier
Prediction of the tunnel boring machine (TBM) performance is critically important for project
scheduling and cost estimation. Various models have been proposed to estimate the TBM …

A closer look into chip shape/size and efficiency of rock cutting with a simple chisel pick: a laboratory scale investigation

M Mohammadi, J Khademi Hamidi, J Rostami… - Rock Mechanics and …, 2020 - Springer
Chip geometry can play a crucial role in understanding the rock cutting efficiency in
mechanical excavation. In this study, the shape and size distribution of chips produced in …

Real-time perception of rock–machine interaction information in TBM tunnelling using muck image analysis

WQ Xie, XP Zhang, XL Liu, CY Xu, XF Li… - … and Underground Space …, 2023 - Elsevier
Tunnel boring machine (TBM) is frequently used in tunnel construction due to its advantages
in safety, high efficiency, environmental friendliness. However, the tunnelling efficiency of a …