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  • Article
  • Open Access
1 Citations
3,263 Views
27 Pages

A Geometric Model for a Shield TBM Steering Simulator

  • Byungkwan Park,
  • Soon-Wook Choi,
  • Chulho Lee,
  • Tae-Ho Kang,
  • Seungchul Do,
  • Woon-Yong Lee and
  • Soo-Ho Chang

7 September 2023

This study aimed to simulate curved excavation using a tunnel boring machine (TBM) steering system based on the proposed mathematical methodology applied in a TBM simulator. We introduce the concept and mechanism of the TBM steering system and descri...

  • Article
  • Open Access
10 Citations
5,247 Views
17 Pages

Characterization of TBM Muck for Construction Applications

  • Ala Abu Taqa,
  • Mohamed Al-Ansari,
  • Ramzi Taha,
  • Ahmed Senouci,
  • Hassan A. Al-Marwani,
  • Ghaleb M. Al-Zubi and
  • Mohamed O. Mohsen

16 September 2021

This paper investigates the potential utilization of the Tunnel Boring Machine (TBM) muck generated from Doha’s Metro Gold Line in different construction applications. The properties of the raw TBM muck were studied, and the results were compared to...

  • Article
  • Open Access
11 Citations
2,583 Views
20 Pages

Research on an Evaluation Method for the Adaptability of TBM Tunnelling

  • Zhongsheng Tan,
  • Zonglin Li,
  • Zhenliang Zhou,
  • Haixiang Lai,
  • Yifeng Jiao,
  • Fengyuan Li and
  • Liming Wang

30 April 2022

When a TBM carries out tunnelling in complex strata, there is often low tunnelling efficiency and an increase in tunnelling costs due to the improper selection of tunnelling parameters, the wrong estimation of geological conditions, or adverse geolog...

  • Article
  • Open Access
11 Citations
4,629 Views
21 Pages

An Early-Warning System to Validate the Soil Profile during TBM Tunnelling

  • Glenda Abate,
  • Sebastiano Corsico,
  • Salvatore Grasso and
  • Maria Rossella Massimino

Identification of soil condition at the working face of a tunnel boring machine (TBM) is a key factor for the efficiency and safety of TBM tunneling. The paper presents the first application of the Horizontal-to-Vertical Spectral Ratio (HVSR) method...

  • Article
  • Open Access
32 Citations
4,151 Views
18 Pages

Towards TBM Automation: On-The-Fly Characterization and Classification of Ground Conditions Ahead of a TBM Using Data-Driven Approach

  • Sylvanus Sebbeh-Newton,
  • Prosper E.A. Ayawah,
  • Jessica W.A. Azure,
  • Azupuri G.A. Kaba,
  • Fauziah Ahmad,
  • Zurinahni Zainol and
  • Hareyani Zabidi

25 January 2021

Pre-tunneling exploration for rock mass classification is a common practice in tunneling projects. This study proposes a data-driven approach that allows for rock mass classification. Two machine learning (ML) classification models, namely random for...

  • Article
  • Open Access
6 Citations
4,657 Views
24 Pages

Key Technology of TBM Excavation in Soft and Broken Surrounding Rock

  • Hailei Zhao,
  • Yongwei Quan,
  • Jianjun Zhou,
  • Liming Wang and
  • Zhenxing Yang

26 June 2023

Tunnel Boring Machine (TBM), as the most advanced construction equipment for rock tunnels, has been widely used in railway tunnel engineering, water conservancy tunnel engineering, urban rail engineering, coal mine roadway engineering, and other fiel...

  • Article
  • Open Access
6 Citations
2,788 Views
15 Pages

Influences of Microwave Irradiation on Rock-Breaking Efficiency of a Reduced-Scale TBM Cutter

  • Gaoming Lu,
  • Cong Ding,
  • Jianjun Zhou,
  • Haining Liu and
  • Chaoyin Liu

8 April 2023

To explore the influences of microwave irradiation on the rock-breaking efficiency of tunnel boring machine (TBM) cutters, a multimode cavity with a microwave power of 2100 W was used to conduct microwave irradiation tests on Chifeng basalt for diffe...

  • Article
  • Open Access
4 Citations
1,519 Views
18 Pages

6 December 2024

Tunnel boring machines (TBMs) are essential for excavating metro tunnels, reducing disruptions to surrounding rock, and ensuring efficient progress. This study examines how machine learning (ML) models can predict key tunneling outcomes, focusing on...

  • Article
  • Open Access
10 Citations
3,795 Views
9 Pages

Real-Time Prediction of Operating Parameter of TBM during Tunneling

  • Hang-Lo Lee,
  • Ki-Il Song,
  • Chongchong Qi,
  • Jin-Seop Kim and
  • Kyoung-Su Kim

26 March 2021

With the increasing use of the tunnel boring machine (TBM), attempts have been made to predict TBM operating parameters. Prediction of operating parameters is still an important step in the adaptability of the TBM for the future. In this study, we em...

  • Article
  • Open Access
3 Citations
2,659 Views
15 Pages

14 February 2024

The Ylvie model is a novel method towards transparent Tunnel Boring Machine (TBM) data analysis for tunnel construction. The model innovatively applies machine learning to automate friction loss computation per stroke, enhancing TBM performance predi...

  • Article
  • Open Access
51 Citations
7,036 Views
27 Pages

18 October 2023

The rapid development in underground infrastructure is encouraging faster and more modern ways, such as TBM tunneling, to meet the needs of the world. However, tunneling activities generate complex and heterogeneous data, which makes it difficult to...

  • Article
  • Open Access
15 Citations
3,191 Views
17 Pages

Investigation on Vibration Influence Law of Double-Shield TBM Tunnel Construction

  • Zelin Lu,
  • Xuchun Wang,
  • Guanghong Zhou,
  • Lei Feng and
  • Yusheng Jiang

1 August 2022

Double-shield TBM is more efficient than shield tunnel construction in hard rock strata. It is widely used in subway tunnel construction, such as in Qingdao and Chongqing in China. However, construction vibration problems caused by double-shield TBM...

  • Article
  • Open Access
5 Citations
4,580 Views
17 Pages

4 May 2023

Many mines have introduced the tunnel boring machine (TBM) to improve the efficiency of rock tunneling because of its high propulsion capacity, safe working space, and intelligent equipment. In contrast, the operating environment of coal mines is oft...

  • Article
  • Open Access
5 Citations
3,230 Views
17 Pages

Performance Evaluation of TBM Using an Improved Load Prediction Model

  • Xinghai Zhou,
  • Guofang Gong,
  • Yakun Zhang,
  • Weiqiang Wu and
  • Yuxi Chen

20 January 2023

Excavation load prediction is of great importance for the prior design and latter performance evaluation of tunnel boring machines (TBMs). In this paper, an improved load prediction model is developed based on classical Colorado school of mines model...

  • Article
  • Open Access
21 Citations
4,047 Views
20 Pages

20 December 2021

The prediction of settlement during tunneling presents multiple challenges, as such settlement is governed by not only the local geology but also construction methods and practices, such as tunnel boring machine (TBM). To avoid undesirable settlement...

  • Technical Note
  • Open Access
4 Citations
2,702 Views
21 Pages

26 March 2023

The excavation adaptability evaluation decision process for the TBM (tunnel boring machine) in long and large tunnels under complex geological conditions is an uncertain and fuzzy problem affected by multiple factors. Aiming to shift the status quo o...

  • Article
  • Open Access
17 Citations
2,532 Views
15 Pages

Performance of Concrete Mixes Containing TBM Muck as Partial Coarse Aggregate Replacements

  • Ala Abu Taqa,
  • Mohamed Al-Ansari,
  • Ramzi Taha,
  • Ahmed Senouci,
  • Ghaleb M. Al-Zubi and
  • Mohamed O. Mohsen

21 October 2021

This study investigated the potential utilization of the TBM muck obtained from the Gold Line of the Doha Metro Project as a partial replacement of coarse aggregates in concrete mixes. First, the TBM muck particles were screened to coarse aggregate s...

  • Article
  • Open Access
2 Citations
2,510 Views
11 Pages

TBM Hunter: Identify and Score Canonical, Extended, and Unconventional Tankyrase-Binding Motifs in Any Protein

  • Christopher M. Clements,
  • Samantha X. Shellman,
  • Melody H. Shellman and
  • Yiqun G. Shellman

30 November 2023

Tankyrases, a versatile protein group within the poly(ADP-ribose) polymerase family, are essential for post-translational poly(ADP-ribosyl)ation, influencing various cellular functions and contributing to diseases, particularly cancer. Consequently,...

  • Article
  • Open Access
2 Citations
2,357 Views
12 Pages

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 focused on rock stability while neglecting considerations of boreability. Compa...

  • Article
  • Open Access
2,073 Views
15 Pages

Preconditioning High-Strength Boulders for TBM Tunnelling by Ground Drilling and Blasting

  • Qingbin Zhang,
  • Zongxian Zhang,
  • Junsheng Yang,
  • Congshi Wu and
  • Min Hu

A spherical weathering body, also called a boulder, is an element of complex geological strata and presents a significant challenge to tunnelling by a tunnel-boring machine (TBM). In this study, ground-based drilling and blasting were used to precond...

  • Article
  • Open Access
4 Citations
2,592 Views
23 Pages

An Operating Model for an EPB Shield TBM Simulator by the Correlation Analysis of Operational Actions and Mechanical Responses

  • Byungkwan Park,
  • Soon-Wook Choi,
  • Chulho Lee,
  • Tae-Ho Kang,
  • Seungchul Do,
  • Woon-Yong Lee and
  • Soo-Ho Chang

2 December 2021

This study reports on the development of an operating model for an EPB Shield TBM simulator by the correlation between operating parameters. First, four main operating parameters required for excavation are analyzed, then multiple regression analysis...

  • Article
  • Open Access
2 Citations
1,573 Views
19 Pages

Numerical Response of Advance Support Structures in TBM Tunneling Through Altered Zones: A Case Study

  • Jianfeng Wang,
  • Zhigang Yao,
  • Junyang He,
  • Lei Fan,
  • Yong Fang,
  • Kejun Fang,
  • Zhiyong Yang and
  • Jiabin Yan

7 February 2025

Tunnel Boring Machines (TBMs) play a vital role in modern tunnel construction due to their efficiency and adaptability across various geological conditions. However, when tunneling through geologically altered zones, such as fault zones and soft grou...

  • Article
  • Open Access
19 Citations
5,175 Views
8 Pages

The Preparation of H13 Steel for TBM Cutter and the Performance Test Close to Working Condition

  • Yong Hu,
  • Jiyu Tian,
  • Mingxu Xu,
  • Hongwei Zhao,
  • Mingze Wang,
  • Maosen Wang and
  • Aiwu Zhang

11 October 2018

The material of disc cutters is important to full-face tunnel boring machines (TBM). In recent years, disc cutters were optimized and tested by many scholars all around the world. H13(4Cr5MoSiV1) steel is widely used due to its excellent properties,...

  • Article
  • Open Access
8 Citations
6,515 Views
17 Pages

9 March 2023

The new Austrian tunnelling method (NATM) and tunnel boring machine (TBM) are methods for excavating underground spaces. The NATM construction method has noise and vibration problems, and excavation using TBM has the disadvantage of high initial cost...

  • Article
  • Open Access
2,012 Views
15 Pages

TBM Advanced Geological Prediction via Ellipsoidal Positioning Velocity Analysis

  • Zhen Gao,
  • Xin Rong,
  • Wei Wang,
  • Bin Huang and
  • Junqiang Liu

30 September 2024

Traditional seismic wave-based tunnel advanced geological forecasting techniques are primarily designed for drill and blast method construction tunnels. However, given the fast excavation speed and limited prediction space in tunnel boring machine (T...

  • Article
  • Open Access
11 Citations
3,329 Views
24 Pages

31 May 2021

This study used a discrete-element analysis to predict the excavation performance of a 7.73 m-diameter earth pressure balance (EPB) shield tunnel boring machine (TBM). The simulation mainly predicted several excavation performance indicators for the...

  • Article
  • Open Access
2 Citations
1,203 Views
22 Pages

Vibration Characteristics of Double-Shield TBM Cutterhead Under Rock–Machine Interaction Excitation

  • Guang Zhang,
  • Qing Song,
  • Qiuming Gong,
  • Dongxing Liu,
  • Dongwei Li and
  • Minghao Sun

During the tunneling process of a double-shield TBM, vibrations generated by rock–machine interaction can affect its safe, efficient, and stable operation. This study was based on the Eping Water Diversion TBM Project. By deploying a vibration...

  • Article
  • Open Access
1 Citations
2,553 Views
21 Pages

Prediction of Settlement Due to Shield TBM Tunneling Based on Three-Dimensional Numerical Analysis

  • Ji-Seok Yun,
  • Han-Kyu Yoo,
  • Sung-Pil Hwang,
  • Woo-Seok Kim and
  • Han-Eol Kim

25 June 2025

The Tunnel Boring Machine (TBM) method has gained attention as an eco-friendly tunneling technique, effectively reducing noise, vibration, and carbon emissions compared to conventional blasting methods. However, ground settlement and volume loss are...

  • Article
  • Open Access
20 Citations
5,700 Views
17 Pages

Safety-Risk Assessment for TBM Construction of Hydraulic Tunnel Based on Fuzzy Evidence Reasoning

  • Zhixiao Zhang,
  • Bo Wang,
  • Xiangfeng Wang,
  • Yintao He,
  • Hanxu Wang and
  • Shunbo Zhao

5 December 2022

Due to multiple factors influencing the construction safety of TBM hydraulic tunnels, risk assessment is a critical point of a construction management plan to avoid possible risks. In this paper, a safety-risk evaluation index system of TBM construct...

  • Article
  • Open Access
3 Citations
4,648 Views
12 Pages

Stability Evaluation of TBM Pilot Tunnels to Rear Blasting Using the Protection Shield

  • Suk-Min Kong,
  • Sang-Il Choi,
  • Seung-Bo Shim,
  • Hana Lee,
  • Dong-Wook Oh and
  • Seong-Won Lee

17 February 2021

Recent studies have increasingly investigated construction methods for tunnel excavation because of growing underground space development. Although the New Austrian tunneling method (NATM)—a representative tunnel excavation method—can be applied to v...

  • Article
  • Open Access
40 Citations
9,189 Views
12 Pages

Rock Breaking Performance of TBM Disc Cutter Assisted by High-Pressure Water Jet

  • Fengchao Wang,
  • Dapeng Zhou,
  • Xin Zhou,
  • Nanzhe Xiao and
  • Chuwen Guo

10 September 2020

A high-pressure water jet can break rock efficiently, which is of great potential to overcome the problems of a tunnel boring machine (TBM) in full-face hard rock tunnel digging, such as low digging efficiency and high disc cutter wear rate. Therefor...

  • Article
  • Open Access
1 Citations
1,162 Views
17 Pages

A Method for Evaluating the Performance of Main Bearings of TBM Based on Entropy Weight–Grey Correlation Degree

  • Zhihong Sun,
  • Yuanke Wu,
  • Hao Xiao,
  • Panpan Hu,
  • Zhenyong Weng,
  • Shunhai Xu and
  • Wei Sun

31 July 2025

The main bearing of a tunnel boring machine (TBM) is a critical component of the main driving system that enables continuous excavation, and its performance is crucial for ensuring the safe operation of the TBM. Currently, there are few testing techn...

  • Article
  • Open Access
4 Citations
3,258 Views
18 Pages

27 February 2024

In gripper tunnel boring machine (TBM) tunneling through complex geological formations, the safe and efficient recovery from large-scale collapses remains a formidable challenge. In this study, we investigate the causes of a 1246 m3 collapse that occ...

  • Article
  • Open Access
3 Citations
1,354 Views
25 Pages

Multi-Step Prediction of TBM Tunneling Speed Based on Advanced Hybrid Model

  • Defu Liu,
  • Yaohong Yang,
  • Shuwen Yang,
  • Zhixiao Zhang and
  • Xiaohu Sun

18 December 2024

The accurate prediction of tunneling speed in tunnel boring machine (TBM) construction is the basis for the timely adjustment of the operating parameters of TBM equipment to ensure safe and efficient tunneling. In this paper, a multi-step prediction...

  • Review
  • Open Access
14 Citations
7,710 Views
24 Pages

A Visual Survey of Tunnel Boring Machine (TBM) Performance in Tunneling Excavation: Mainstream Direction, Brief Review and Future Prospects

  • Yulin Zhang,
  • Jian Zhou,
  • Yingui Qiu,
  • Danial Jahed Armaghani,
  • Quanmin Xie,
  • Peixi Yang and
  • Chengpei Xu

24 May 2024

This study employs scientometric analysis to investigate the current trajectory of research on tunnel boring machine (TBM) performance and collaborative efforts. Utilizing software tools like Pajek 5.16 and VOSviewer 1.6.18, it scrutinizes literature...

  • Article
  • Open Access
551 Views
18 Pages

Hybrid GA-BP Neural Network for Accurate Prediction of TBM Advance Speed Under Complex Geological Conditions

  • Wei-Feng Zhang,
  • Shi-Quan Chen,
  • Jia-Wen Zhou,
  • Xiang-Feng Wang,
  • Yu-Han Ran,
  • Hai-Bo Li,
  • Zhi-Qiang Wang and
  • Bo Ni

14 November 2025

TBM construction projects require substantial investment, making the accurate and rational prediction of TBM advance speed essential for cost control and timely project completion. To address this, the study develops a precise predictive model for TB...

  • Article
  • Open Access
33 Views
19 Pages

19 March 2026

Operating data from tunnel boring machines (TBMs) capture the state of both the machine and the ground, and accurate forecasting of their evolving operating variables is essential for assessing rock-mass stability and improving construction efficienc...

  • Article
  • Open Access
1 Citations
2,129 Views
16 Pages

Support Optimization of Open TBM Tunneling in Luohe Formation Sandstone by CT Test and Numerical Simulation

  • Xin Kang,
  • Anyun Li,
  • Xiongyao Xie,
  • Kai Zhang,
  • Biao Zhou and
  • Yuanfeng Kang

29 October 2023

As underground engineering extends into the western and deeper regions of China, more and more Luohe Formation sandstone layers will be encountered, which have weak cementation and high water content. It is a significant challenge to apply the open T...

  • Article
  • Open Access
2 Citations
1,362 Views
22 Pages

20 February 2025

This study aims to identify the most suitable pre-reinforcement support measures to prevent TBM jamming when passing through the fractured zone of a gully fault. Given the high likelihood of jamming in such areas, the research focuses on selecting th...

  • Article
  • Open Access
3 Citations
2,479 Views
20 Pages

Optimization of Rockburst Risk Control Measures for Deeply Buried TBM Tunnels: A Case Study

  • Pengxiang Li,
  • Jinshuai Zhao,
  • Wankui Bu,
  • Wenjing Niu,
  • Pinpin Liu and
  • Minghong Sun

Choosing reasonable control measures for different intensity rockburst risks not only effectively prevents and mitigates rockburst risks but also reduces time and engineering investment costs. Due to the limitations of the tunnel boring machine&rsquo...

  • Article
  • Open Access
24 Citations
4,204 Views
17 Pages

One-Dimensional Convolutional Neural Network for Pipe Jacking EPB TBM Cutter Wear Prediction

  • Kursat Kilic,
  • Hisatoshi Toriya,
  • Yoshino Kosugi,
  • Tsuyoshi Adachi and
  • Youhei Kawamura

25 February 2022

An earth pressure balance (EPB) TBM is used in soft ground conditions, and these conditions lead to the fluctuation and instability of machine parameters. Machine parameters influence cutter wear and tunnel excavation. For this reason, to evaluate an...

  • Article
  • Open Access
796 Views
19 Pages

Application of Direct Current Method and Seismic Wave Method in Advanced Detection of TBM Construction Tunnels

  • Kai Zhang,
  • Yuwen Zhang,
  • Shungang Zhou,
  • Wei Wang,
  • Bin Huang,
  • Guansen Zhai and
  • Zeshuai Qin

5 September 2025

Over the past decade, the application of Tunnel Boring Machines (TBMs) in tunnel construction has increased significantly. During the construction process, numerous unfavorable geological structures, especially water-conducting structures, are encoun...

  • Article
  • Open Access
329 Views
22 Pages

Adaptive Compensation Algorithm for Slow Response of TBM Hydraulic Cylinders Using a Parallel Auxiliary Pump

  • Shaochen Yang,
  • Dong Han,
  • Lijie Jiang,
  • Lianhui Jia,
  • Zhe Zheng,
  • Xianzhong Tan,
  • Huayong Yang and
  • Dongming Hu

17 January 2026

Hydraulic thrust cylinders in hard-rock tunnel boring machines (TBMs) often exhibit slow response and sluggish acceleration during start-up, which degrades early-stage tracking performance and limits overall operational accuracy. Most existing studie...

  • Article
  • Open Access
9 Citations
4,770 Views
15 Pages

15 March 2023

In fracture zones, tunneling with a double-shield Tunnel Boring Machine (TBM) presents significant challenges, including deformation overrun of the surrounding rock, TBM jamming, and excavation face collapse. To assure the tunnel construction safety...

  • Article
  • Open Access
17 Citations
5,298 Views
20 Pages

Estimation Method for TBM Cutterhead Drive Design Based on Full-Scale Tunneling Tests for Application in Utility Tunnels

  • Kyoungyul Kim,
  • Jungjoo Kim,
  • Heehwan Ryu,
  • Hafeezur Rehman,
  • Turab H. Jafri,
  • Hankyu Yoo and
  • Sanggui Ha

28 July 2020

The utility tunnels used for electricity transmission are in high demand these days. The literature presents many limitations in the currently used cutterhead drive design procedure while using a shield tunnel boring machine (TBM) for the excavation...

  • Article
  • Open Access
13 Citations
4,594 Views
16 Pages

28 January 2022

The tunnel boring machine (TBM) is widely used in tunnel construction projects. The thrust system plays a crucial role to drive the machine ahead and support gripper shoes stably while tunneling. More and more attention has been paid to the pressure...

  • Article
  • Open Access
1 Citations
1,342 Views
21 Pages

Optimizing Recycled Tunnel Boring Machine (TBM)-Excavated Materials as Aggregates in Shotcrete Mix Design

  • Wei Zhang,
  • Rusheng Hao,
  • Zhijun Men,
  • Jingjing He,
  • Yong Zhang and
  • Wei Hu

27 April 2025

Tunnel Boring Machine (TBM) excavation materials were recycled by sieving and separating particles into sizes 5–10 mm (coarse aggregates) and below 5 mm (manufactured sand) to explore their potential as aggregates in shotcrete production, with...

  • Article
  • Open Access
3 Citations
1,846 Views
18 Pages

SSFLNet: A Novel Fault Diagnosis Method for Double Shield TBM Tool System

  • Peng Zhou,
  • Chang Liu,
  • Jiacan Xu,
  • Dazhong Ma,
  • Zinan Wang and
  • Enguang He

20 April 2024

In tunnel boring projects, wear and tear in the tooling system can have significant consequences, such as decreased boring efficiency, heightened maintenance costs, and potential safety hazards. In this paper, a fault diagnosis method for TBM tooling...

  • Article
  • Open Access
21 Citations
4,469 Views
20 Pages

The construction of tunnels in densely populated urban areas poses a significant challenge in terms of anticipating the settlement that may result from tunnel excavation. This paper presents a new and more realistic modeling method for tunnel excavat...

  • Article
  • Open Access
4 Citations
2,400 Views
14 Pages

18 October 2022

This study aims to investigate the behavior of ground surface settlement in TBM double-line tunnels constructed under existing buildings and to devise a calculative representation for that behavior. Numerical simulation and field monitoring methods w...

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