[HTML][HTML] Breaking new ground: Opportunities and challenges in tunnel boring machine operations with integrated management systems and artificial intelligence

J Loy-Benitez, MK Song, YH Choi, JK Lee… - Automation in …, 2024 - Elsevier
Advances in tunnel boring machines (TBM) have leveraged applied artificial intelligence to
promote sustainable and automatic tunneling construction. This paper highlights the …

Surface settlement in saturated loess stratum during shield construction: Numerical modeling and sensitivity analysis

C Zhu, S Wang, S Peng, Y Song - Tunnelling and Underground Space …, 2022 - Elsevier
During shield construction of Xi'an metro, saturated loess stratum with loose soil structure
and poor engineering properties is often encountered, which is prone to cause excessive …

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 …

Big Data‐Based Boring Indexes and Their Application during TBM Tunneling

S Wang, Y Wang, X Li, L Liu, H Xing… - Advances in Civil …, 2021 - Wiley Online Library
Tunnel boring machine (TBM) tunneling data have been extensively collected to utilize TBM
information technology by analyzing and mining the data for achieving a safe and efficient …

Global sensitivity analysis of quantiles: New importance measure based on superquantiles and subquantiles

Z Kala - Symmetry, 2021 - mdpi.com
The article introduces quantile deviation l as a new sensitivity measure based on the
difference between superquantile and subquantile. New global sensitivity indices based on …

Integrative evolutionary-based method for modeling and optimizing budget assignment of bridge maintenance priorities

EM Abdelkader, O Moselhi, M Marzouk… - Journal of Construction …, 2021 - ascelibrary.org
Recently, the number of deteriorating bridges has drastically increased. As such, enormous
amounts of resources are invested yearly to maintain the performance of bridges within …

Comparison between discrete event simulation approach and various existing empirically-based models for estimation of TBM utilization

A Khetwal, J Rostami, O Frough, PP Nelson - Tunnelling and Underground …, 2021 - Elsevier
The fundamental components in predicting the TBM performance (advance rate) are the rate
of penetration and utilization. Extensive studies have been conducted to accurately estimate …

Introducing uniform discrete event simulation (CSM2020) for modeling the TBM tunneling process

A Khetwal, J Rostami, PP Nelson - Tunnelling and Underground Space …, 2022 - Elsevier
Several models have been developed to predict utilization of Tunnel Boring Machines
(TBMs) based on statistical analysis of available project databases. Apart from the existing …

[PDF][PDF] incorporating Trenchless Technology Research

F Liu, J Liu, H Luo - Tunnelling and Underground Space …, 2023 - researchgate.net
This paper takes an actual station of Nanjing Metro Line 2 as the research object and
establishes the corresponding 2D and 3D overall time-domain nonlinear finite element …

Classification and Prediction of Rock Mass Boreability Based on Daily Advancement during TBM Tunneling

Z Li, Y Tao, Y Du, X Wang - Buildings, 2024 - mdpi.com
The rock classification system was initially applied to drill-and-blast tunnels and
subsequently adapted for TBM tunnels; however, the majority of these systems primarily …