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A new method for selecting hard rock TBM tunnelling parameters using optimum energy: A case study

https://doi.org/10.1016/j.tust.2018.03.030
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s00603-009-0060-2openalex-snapshot
TBM Performance Analysis in Pyroclastic Rocks: A Case History of Karaj Water Conveyance Tunnel
inferredcites →https://doi.org/10.1007/s00603-015-0854-3openalex-snapshot
New Rock Abrasivity Test Method for Tool Life Assessments on Hard Rock Tunnel Boring: The Rolling Indentation Abrasion Test (RIAT)
inferredcites →https://doi.org/10.1016/0148-9062(75)90547-1openalex-snapshot
Rock excavation by disc cutter
inferredcites →https://doi.org/10.1016/0148-9062(85)93229-2openalex-snapshot
Prediction of the performance of disc cutters in anisotropic rock
inferredcites →https://doi.org/10.1016/j.ijrmms.2008.03.003openalex-snapshot
Development of a rock mass characteristics model for TBM penetration rate prediction
inferredcites →https://doi.org/10.1016/j.tust.2007.04.011openalex-snapshot
Utilizing rock mass properties for predicting TBM performance in hard rock condition
inferredcites →https://doi.org/10.1016/j.tust.2008.12.001openalex-snapshot
Correlation of rock cutting tests with field performance of a TBM in a highly fractured rock formation: A case study in Kozyatagi-Kadikoy metro tunnel, Turkey
inferredcites →https://doi.org/10.1016/j.tust.2009.11.007openalex-snapshot
Optimum spacing of TBM disc cutters: A numerical simulation using the three-dimensional dynamic fracturing method
inferredcites →https://doi.org/10.1016/j.tust.2011.04.004openalex-snapshot
A new hard rock TBM performance prediction model for project planning
inferredcites →https://doi.org/10.1016/j.tust.2011.11.001openalex-snapshot
The energy method to predict disc cutter wear extent for hard rock TBMs
inferredcites →https://doi.org/10.1016/j.tust.2012.08.006openalex-snapshot
Evaluation of cutting efficiency during TBM disc cutter excavation within a Korean granitic rock using linear-cutting-machine testing and photogrammetric measurement
inferredcites →https://doi.org/10.1016/j.tust.2014.06.004openalex-snapshot
A new model for TBM performance prediction in blocky rock conditions
inferredcites →https://doi.org/10.1016/j.tust.2015.08.003openalex-snapshot
Disc cutter wear prediction for a hard rock TBM cutterhead based on energy analysis
inferredcites →https://doi.org/10.1016/j.tust.2016.01.006openalex-snapshot
The “penalty factors” method for the prediction of TBM performances in changing grounds
inferredcites →https://doi.org/10.1016/j.tust.2017.03.002openalex-snapshot
A case study of TBM performance prediction using a Chinese rock mass classification system – Hydropower Classification (HC) method
inferredcites →https://doi.org/10.1016/s1365-1609(02)00069-2openalex-snapshot
TBM performance estimation using rock mass classifications
inferredcites →https://doi.org/10.1080/17486020903174303openalex-snapshot
Developing new equations for TBM performance prediction in carbonate-argillaceous rocks: a case history of Nowsood water conveyance tunnel
inferredcites →https://doi.org/10.1201/9781003762263openalex-snapshot
TBM Tunnelling in Jointed and Faulted Rock
inferredcites →https://doi.org/10.3901/jme.2018.01.036openalex-snapshot
Analytical Research on the Wear Mechanism of TBM Disc Cutters Based on an Energy Approach

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4566720openalex-extracted
Deep Learning Based Operating Parameter Decision-Making Method for Optimal Penetration Rate
inferred← citeshttps://doi.org/10.1007/978-3-031-76528-5_28openalex-snapshot
Intelligent Decision Method for Main Control Parameters of TBM Based on Machine Learning and Multi-objective Optimization Algorithm
inferred← citeshttps://doi.org/10.1007/978-981-19-7331-4_97openalex-snapshot
A Preliminary Review of Digital and Intelligent Cutterhead Management and the Enabling Technologies in Shield Tunnelling
inferred← citeshttps://doi.org/10.1007/s00603-023-03245-yopenalex-snapshot
Rock Adaptability of TBM Variable Cross-section Cutter Ring Based on Finite Element Simulation
inferred← citeshttps://doi.org/10.1007/s00603-025-04451-6openalex-snapshot
Optimized Decision-Making for Tunnel Boring Machine Control Parameters
inferred← citeshttps://doi.org/10.1007/s00603-025-04940-8openalex-snapshot
Influence of Waterjet Cutting Angle on Cutting Efficiency by High-Pressure Waterjet-Assisted TBM
inferred← citeshttps://doi.org/10.1007/s10064-022-02915-5openalex-snapshot
Prediction model for disc cutter wear during hard rock breaking based on plastic removal abrasiveness mechanism
inferred← citeshttps://doi.org/10.1007/s10064-024-03805-8openalex-snapshot
Analysis of quartz content in muck based on artificial intelligence algorithms and laser-induced breakdown spectroscopy in TBM tunneling
inferred← citeshttps://doi.org/10.1007/s10064-026-04978-0openalex-snapshot
Selection of hard rock TBM cutterhead design and operating parameters for a range of metamorphic rock suits in a tunnelling project using laboratory scale linear cutting tests—some investigations
inferred← citeshttps://doi.org/10.1007/s10462-025-11261-3openalex-snapshot
Advances in artificial intelligence and digital twin for tunnel boring machines
inferred← citeshttps://doi.org/10.1007/s10706-026-03747-wopenalex-snapshot
Performance Prediction Model for TBM Disc Cutters Considering Multi-Cutter Interactions and Joint Deterioration
inferred← citeshttps://doi.org/10.1007/s11440-020-00958-0openalex-snapshot
Experimental study on the adaptability of cutters with different blade widths under hard rock and extremely hard rock conditions
inferred← citeshttps://doi.org/10.1007/s11709-022-0908-zopenalex-snapshot
QPSO-ILF-ANN-based optimization of TBM control parameters considering tunneling energy efficiency
inferred← citeshttps://doi.org/10.1007/s11709-026-1282-zopenalex-snapshot
A self-adaptive intelligent decision-making method with multi-objective optimization for shield tunnel construction risk control
inferred← citeshttps://doi.org/10.1007/s12205-022-0128-zopenalex-snapshot
Probabilistic Evaluation of Tunnel Boring Machine Penetration Rate Based on Case Analysis
inferred← citeshttps://doi.org/10.1007/s12517-020-05870-1openalex-snapshot
Review of geomechanical similar-material test systems
inferred← citeshttps://doi.org/10.1007/s12517-022-10225-zopenalex-snapshot
A prediction model for specific energy required by point attack picks based on a hybrid evolutionary machine learning technique
inferred← citeshttps://doi.org/10.1007/s40430-024-04969-wopenalex-snapshot
Development of a novel muck removal hydraulic manipulator for automated steel arch assembly of tunnel boring machine
inferred← citeshttps://doi.org/10.1007/s40948-022-00384-4openalex-snapshot
Probabilistic estimation of the advancement rate of the Tunnel Boring Machines on the basis of rock mass characteristics
inferred← citeshttps://doi.org/10.1007/s40999-023-00935-0openalex-snapshot
Carbon Footprint Evaluation in Tunnels Excavated in Rock Using Tunnel Boring Machine (TBM)
inferred← citeshttps://doi.org/10.1007/s42461-024-00923-5openalex-snapshot
Design Aspects Governing Disc Cutters and Cutterheads of Hard Rock TBM—A Review
inferred← citeshttps://doi.org/10.1016/j.aei.2022.101642openalex-snapshot
Physics-based machine learning method and the application to energy consumption prediction in tunneling construction
inferred← citeshttps://doi.org/10.1016/j.aei.2024.102943openalex-snapshot
Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability
inferred← citeshttps://doi.org/10.1016/j.compgeo.2024.106573openalex-snapshot
Exploring damage evolution of rock under different penetration and cutter spacing conditions using finite-discrete element method
inferred← citeshttps://doi.org/10.1016/j.engfailanal.2022.106253openalex-snapshot
Cutting performance and contact behavior of partial-wear TBM disc cutters: A laboratory scale investigation
inferred← citeshttps://doi.org/10.1016/j.engfracmech.2025.110845openalex-snapshot
Fragmentation characteristics of stressed rock with weak interlayers using double TBM cutters
inferred← citeshttps://doi.org/10.1016/j.engfracmech.2025.111490openalex-snapshot
Micro-CT experimental study on the mechanical response and damage characteristics of eclogites under perturbation
inferred← citeshttps://doi.org/10.1016/j.ijrmms.2021.105025openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.ijrmms.2022.105089openalex-snapshot
Experimental and simulation study on rock-breaking efficiency of disc cutters on composite rocks
inferred← citeshttps://doi.org/10.1016/j.inffus.2024.102705openalex-snapshot
Dynamic prediction and optimization of tunneling parameters with high reliability based on a hybrid intelligent algorithm
inferred← citeshttps://doi.org/10.1016/j.jrmge.2022.09.010openalex-snapshot
Evaluation and prediction of earth pressure balance shield performance in complex rock strata: A case study in Dalian, China
inferred← citeshttps://doi.org/10.1016/j.jrmge.2023.02.014openalex-snapshot
Intelligent decision-making method of TBM operating parameters based on multiple constraints and objective optimization
inferred← citeshttps://doi.org/10.1016/j.jrmge.2025.09.034openalex-snapshot
Tunnel boring machine jamming anticipation based on a new monitoring system for real-time perception of shield strain
inferred← citeshttps://doi.org/10.1016/j.kscej.2025.100249openalex-snapshot
Excavation load analysis and efficiency optimization of TBM by multi-disc cutter rotary rock-breaking
inferred← citeshttps://doi.org/10.1016/j.tust.2021.103883openalex-snapshot
Comparison between discrete event simulation approach and various existing empirically-based models for estimation of TBM utilization
inferred← citeshttps://doi.org/10.1016/j.tust.2021.104053openalex-snapshot
Numerical study and field performance of rockbolt support schemes in TBM-excavated coal mine roadways: A case study
inferred← citeshttps://doi.org/10.1016/j.tust.2021.104054openalex-snapshot
Intelligent decision method for main control parameters of tunnel boring machine based on multi-objective optimization of excavation efficiency and cost
inferred← citeshttps://doi.org/10.1016/j.tust.2022.104605openalex-snapshot
A shield tunneling method for enlarging the diameter of existing tunnels: Experimental investigations
inferred← citeshttps://doi.org/10.1016/j.tust.2022.104683openalex-snapshot
In-situ methods for the TBM dismantling in a long-distance and deep-buried tunnel: Case study of Xinjiang water conveyance tunnel
inferred← citeshttps://doi.org/10.1016/j.tust.2022.104840openalex-snapshot
A new method for wear estimation of TBM disc cutter based on energy analysis
inferred← citeshttps://doi.org/10.1016/j.tust.2023.105040openalex-snapshot
Integrated parameter optimization approach: Just-in-time (JIT) operational control strategy for TBM tunnelling
inferred← citeshttps://doi.org/10.1016/j.tust.2023.105129openalex-snapshot
Influences of tunnelling parameters in tunnel boring machine on stress and displacement characteristics of surrounding rocks
inferred← citeshttps://doi.org/10.1016/j.tust.2023.105372openalex-snapshot
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inferred← citeshttps://doi.org/10.1016/j.tust.2025.106585openalex-snapshot
A specific energy and penetration interaction-based method for optimizing TBM operational parameters in hard rock
inferred← citeshttps://doi.org/10.1016/j.tust.2025.106709openalex-snapshot
Bayesian sequential learning of rock mass classifications along tunnel trajectory using TBM operational data and geo-data spatial correlation
inferred← citeshttps://doi.org/10.1016/j.tust.2025.107228openalex-snapshot
Field and simulation experimental study on the fracturing of hard rock using electromagnetic pulse stress waves
inferred← citeshttps://doi.org/10.1016/j.tust.2026.107508openalex-snapshot
Data-driven dynamic optimization of TBM rock-breaking efficiency: A robust and generalizable framework with geological safety constraints
inferred← citeshttps://doi.org/10.1016/j.tust.2026.107521openalex-snapshot
Causal mechanisms and parameter optimization strategies of carbon emissions in tunnel boring machine excavation
inferred← citeshttps://doi.org/10.1016/j.undsp.2023.12.001openalex-snapshot
Effect of confining pressure on rock breaking by high-pressure waterjet-assisted TBM
inferred← citeshttps://doi.org/10.1016/j.undsp.2024.01.008openalex-snapshot
Model-based offline reinforcement learning framework for optimizing tunnel boring machine operation
inferred← citeshttps://doi.org/10.1016/j.undsp.2024.11.004openalex-snapshot
Cutting-edge approaches to specific energy prediction in TBM disc cutters: Integrating COSSA-RF model with three interpretative techniques
inferred← citeshttps://doi.org/10.1016/j.undsp.2025.09.004openalex-snapshot
Carbon emission mechanism and influence of design-oriented railway tunnel engineering
inferred← citeshttps://doi.org/10.1038/s41598-023-49033-0openalex-snapshot
K-means-based heterogeneous tunneling data analysis method for evaluating rock mass parameters along a TBM tunnel
inferred← citeshttps://doi.org/10.1061/ijgnai.gmeng-11286openalex-snapshot
Performance Prediction Model for Disc Cutters Considering Joint Spatial Location and Degradation Effects
inferred← citeshttps://doi.org/10.1134/s1062739122020053openalex-snapshot
Macro-Mesoscopic Fragmentation Characteristics of Rock Beneath Disc Cutters Subjected to the Thermo-Mechanical Coupling Action
inferred← citeshttps://doi.org/10.1155/2020/2747830openalex-snapshot
Experimental and Numerical Investigation of Hard Rock Breakage by Indenter Impact
inferred← citeshttps://doi.org/10.1155/2022/3973469openalex-snapshot
Research on Shield Tunnelling Parameters Correlation in Composite Strata
inferred← citeshttps://doi.org/10.1190/iceg2021-036.1openalex-snapshot
Research progress and prospect of adverse geology forward-prospecting and intelligent decision-making of TBM tunneling
inferred← citeshttps://doi.org/10.1371/journal.pone.0345490openalex-snapshot
Quantitative correlation of rock fragment gradation parameters and TBM disc cutter efficiency: Insights from DEM simulations
inferred← citeshttps://doi.org/10.2478/cee-2026-0051openalex-snapshot
Rock mass properties prediction method in TBM tunnel based on principal component analysis (PCA)
inferred← citeshttps://doi.org/10.3390/app122211480openalex-snapshot
Soil Classification by Machine Learning Using a Tunnel Boring Machine’s Operating Parameters
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Study on the Classification and Identification Methods of Surrounding Rock Excavatability Based on the Rock-Breaking Performance of Tunnel Boring Machines
inferred← citeshttps://doi.org/10.3390/buildings14113477openalex-snapshot
Experimental Study on the Influence of Sidewall Excavation Width and Rock Wall Slope on the Stability of the Surrounding Rock in Hanging Tunnels
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