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Introduction of an empirical TBM cutter wear prediction model for pyroclastic and mafic igneous rocks; a case history of Karaj water conveyance tunnel, Iran
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Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9783433600122openalex-snapshot
Hardrock Tunnel Boring Machines
inferredcites →https://doi.org/10.1002/geot.201200040openalex-snapshot
Forecasting penetration and wear for TBM drives in hard rock – Results from the ABROCK research project / Prognose von Penetration und Verschleiß für TBM‐Vortriebe im Festgestein – Erkenntnisse aus dem Forschungsprojekt ABROCK
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/10.1016/0148-9062(85)93229-2openalex-snapshot
Prediction of the performance of disc cutters in anisotropic rock
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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Relative Disc Motion for Multi-Edge Disc Cutters at Low Turning Radius – Implications for Drilling Performance and Cutter Wear
inferred← citeshttps://doi.org/10.1002/geot.201500005openalex-snapshot
TBM performance and disc cutter wear prediction based on ten years experience of TBM tunnelling in Iran
inferred← citeshttps://doi.org/10.1002/geot.202300016openalex-snapshot
State of the Art der Verschleißprognose im maschinellen Tunnelbau
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Identification of Disc Cutter Wear via Operation Parameters Combined With Vibration Data: A Case Study
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inferred← citeshttps://doi.org/10.1007/978-3-032-20424-0_5openalex-snapshot
University of Tehran Model, a Geological-Based Model for Rock Mass Boreability Classification and TBM Performance Prediction
inferred← citeshttps://doi.org/10.1007/978-3-032-20424-0_8openalex-snapshot
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Evaluating the Relationships Between NTNU/SINTEF Drillability Indices with Index Properties and Petrographic Data of Hard Igneous Rocks
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inferred← citeshttps://doi.org/10.1007/s00603-019-01947-wopenalex-snapshot
Effect of Water Content on Argillization of Mudstone During the Tunnelling process
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Effect of Spatial Variability on Disc Cutters Failure During TBM Tunneling in Hard Rock
inferred← citeshttps://doi.org/10.1007/s00603-020-02229-6openalex-snapshot
Impact of Petrography and Hardness of Sandstone Minerals on the Wear of Mini Disk Cutters through Rolling Indentation Abrasion Test (RIAT)
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Effect of Joint Orientation on the Breakage Behavior of Jointed Rock Mass Loaded by Disc Cutters
inferred← citeshttps://doi.org/10.1007/s00603-021-02545-5openalex-snapshot
TBM Cutter Wear Under High-Strength Surrounding Rock Conditions: A Case Study from the Second Phase of the Northern Xinjiang Water Supply Project
inferred← citeshttps://doi.org/10.1007/s00603-021-02621-wopenalex-snapshot
Experimental Investigation on the Influence Factors on TBM Cutter Wear Based on Composite Abrasion Test
inferred← citeshttps://doi.org/10.1007/s00603-021-02640-7openalex-snapshot
Evaluation of TBM Cutter Wear in Naghadeh Water Conveyance Tunnel and Developing a New Prediction Model
inferred← citeshttps://doi.org/10.1007/s00603-022-02834-7openalex-snapshot
Prediction of TBM Disc Cutter Wear and Penetration Rate in Tunneling Through Hard and Abrasive Rock Using Multi-layer Shallow Neural Network and Response Surface Methods
inferred← citeshttps://doi.org/10.1007/s00603-024-03770-4openalex-snapshot
Research on the Features of Synchronous Cutting of Granite by Abrasive Water Jet and Disc Cutter
inferred← citeshttps://doi.org/10.1007/s00603-024-04227-4openalex-snapshot
Assessment of the Relationship Between Rock Mass Classification Systems Using Hybrid XGBoost Algorithms: Insights from the Mechanized Tunnelling Project Database
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/s00603-026-05396-0openalex-snapshot
Bayesian Calibration of TBM Cutter Wear Under Geological Uncertainty
inferred← citeshttps://doi.org/10.1007/s00603-026-05469-0openalex-snapshot
Full-Scale Experimental Study on TBM Disc Cutter Wear: Influence of Rock Type and Operating Conditions
inferred← citeshttps://doi.org/10.1007/s10064-019-01587-yopenalex-snapshot
Abrasivity evaluation for wear prediction of button drill bits using geotechnical rock properties
inferred← citeshttps://doi.org/10.1007/s10064-020-01931-7openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10064-020-01947-zopenalex-snapshot
Actual performance analysis of a double shield TBM through sedimentary and low to medium grade metamorphic rocks of Ghomrood water conveyance tunnel project (lots 3 and 4)
inferred← citeshttps://doi.org/10.1007/s10064-020-01987-5openalex-snapshot
Study of common wear prediction models for hard rock TBM disc cutters and comparison with field observation in Kerman water conveyance tunnel
inferred← citeshttps://doi.org/10.1007/s10064-021-02166-wopenalex-snapshot
Introducing an empirical model for prediction of disc cutter life for TBM application in jointed rocks: case study, Kerman water conveyance tunnel
inferred← citeshttps://doi.org/10.1007/s10064-021-02335-xopenalex-snapshot
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Investigating the relationships between rock mass classification systems based on data from mechanized tunneling projects in Iran
inferred← citeshttps://doi.org/10.1007/s10064-022-02915-5openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10064-023-03095-6openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s10064-023-03127-1openalex-snapshot
Interaction between partial-worn TBM cutters and rocks: experimental and numerical investigation
inferred← citeshttps://doi.org/10.1007/s10064-024-03900-wopenalex-snapshot
Disc cutter wear/life analysis in a long tunnel excavated in strong to very strong, abrasive rocks
inferred← citeshttps://doi.org/10.1007/s10064-025-04357-1openalex-snapshot
Correlations of Cerchar abrasivity index with geomechanical properties of intact rocks and its application to cutter life evaluation
inferred← citeshttps://doi.org/10.1007/s10064-025-04479-6openalex-snapshot
Estimation of drilling rate index using artificial neural networks and regression analysis
inferred← citeshttps://doi.org/10.1007/s10706-022-02066-0openalex-snapshot
Using Discrete Element Method to Study the Rock Breaking Effect of Worn TBM Cutters
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inferred← citeshttps://doi.org/10.1007/s11771-025-6113-1openalex-snapshot
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inferred← citeshttps://doi.org/10.1007/s12205-020-1511-2openalex-snapshot
A TBM Cutter Life Prediction Method Based on Rock Mass Classification
inferred← citeshttps://doi.org/10.1007/s12205-020-1631-8openalex-snapshot
Prediction Model for Disc Cutter Wear of Tunnel Boring Machines in Sandy Cobble Strata
inferred← citeshttps://doi.org/10.1007/s12205-021-0817-zopenalex-snapshot
Study on Wear Prediction of Shield Disc Cutter in Hard Rock and Its Application
inferred← citeshttps://doi.org/10.1007/s12517-022-10120-7openalex-snapshot
Estimation of drilling rate index values of granitic rocks with their mineralogical properties using different estimation models
inferred← citeshttps://doi.org/10.1007/s12517-022-10314-zopenalex-snapshot
A review on rock hardness testing methods and their applications in rock engineering
inferred← citeshttps://doi.org/10.1007/s13198-023-02121-wopenalex-snapshot
Effects of mixed-ground condition on tool life and cutterhead maintenance of tunnel boring machines
inferred← citeshttps://doi.org/10.1007/s13369-021-05425-wopenalex-snapshot
Effect of Blade Angles on the Shovel Muck Capacity and Wear Characteristics for TBM Scraper
inferred← citeshttps://doi.org/10.1007/s13369-023-08598-8openalex-snapshot
Wear Prediction of Rock Drill Bits Based on Geomechanical Properties of Rocks
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/s43452-022-00463-zopenalex-snapshot
Numerical investigation of TBM disc cutter cutting on microwave-treated basalt with an unrelieved model
inferred← citeshttps://doi.org/10.1007/s43452-024-00911-yopenalex-snapshot
Predicting disc cutter wear using two optimized machine learning techniques
inferred← citeshttps://doi.org/10.1016/j.autcon.2021.103603openalex-snapshot
A field parameters-based method for real-time wear estimation of disc cutter on TBM cutterhead
inferred← citeshttps://doi.org/10.1016/j.autcon.2022.104734openalex-snapshot
A multi-stage data augmentation and AD-ResNet-based method for EPB utilization factor prediction
inferred← citeshttps://doi.org/10.1016/j.autcon.2024.105505openalex-snapshot
Towards reinforcement learning - driven TBM cutter changing policies
inferred← citeshttps://doi.org/10.1016/j.autcon.2024.105957openalex-snapshot
Multi-objective optimization control for shield cutter wear and cutting performance using LightGBM and enhanced NSGA-II
inferred← citeshttps://doi.org/10.1016/j.autcon.2026.106950openalex-snapshot
Real-time prediction of TBM cutter wear rate using pseudo-labeling, multi-task learning, and semi-supervised learning
inferred← citeshttps://doi.org/10.1016/j.eng.2020.02.016openalex-snapshot
Prediction of Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Neural Network
inferred← citeshttps://doi.org/10.1016/j.engappai.2024.109868openalex-snapshot
Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study
inferred← citeshttps://doi.org/10.1016/j.engfailanal.2021.105727openalex-snapshot
Delineation of cutter force and cutter wear in different edge configurations of disc cutters – An analysis using 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.engfailanal.2026.111153openalex-snapshot
Wear-induced failure risk monitoring of TBM front and edge cutters using a mechanism-informed self-attention framework
inferred← citeshttps://doi.org/10.1016/j.enggeo.2018.06.009openalex-snapshot
Effects of gravel content and particle size on abrasivity of sandy gravel mixtures
inferred← citeshttps://doi.org/10.1016/j.heliyon.2024.e37148openalex-snapshot
Experimental and numerical investigation of the TBM disc cutter wear using a new tunnel boring machine laboratory simulator
inferred← citeshttps://doi.org/10.1016/j.ijrmms.2021.104988openalex-snapshot
Excavation rate “predicting while tunnelling” for double shield TBMs in moderate strength poor to good quality rocks
inferred← citeshttps://doi.org/10.1016/j.jmrt.2024.06.195openalex-snapshot
Advance on rock-breaking cutter steels: A review of characteristics, failure modes, molding processes and strengthening technology
inferred← citeshttps://doi.org/10.1016/j.jrmge.2018.05.006openalex-snapshot
Theoretical prediction of wear of disc cutters in tunnel boring machine and its application
inferred← citeshttps://doi.org/10.1016/j.jrmge.2023.02.013openalex-snapshot
Soft ground tunnel lithology classification using clustering-guided light gradient boosting machine
inferred← citeshttps://doi.org/10.1016/j.kscej.2026.100628openalex-snapshot
Back propagation neural network-based prediction model for disc cutter wear in SPB-TBM excavation through composite strata
inferred← citeshttps://doi.org/10.1016/j.measurement.2026.120356openalex-snapshot
Model-based in-situ measurement and uncertainty-aware estimation of TBM disc cutter wear using rock properties and tunneling performance: Application to Qingdao Metro Line 4
inferred← citeshttps://doi.org/10.1016/j.rockmb.2025.100278openalex-snapshot
From lab forces to field lifespans: How rock and operating parameters govern TBM disc cutter wear
inferred← citeshttps://doi.org/10.1016/j.tust.2014.09.009openalex-snapshot
Investigations into the cutting characteristics of CCS type disc cutters and the comparison between experimental, theoretical and empirical force estimations
inferred← citeshttps://doi.org/10.1016/j.tust.2017.05.003openalex-snapshot
Development of a prediction model for the wear evolution of disc cutters on rock TBM cutterhead
inferred← citeshttps://doi.org/10.1016/j.tust.2018.02.009openalex-snapshot
Development of an empirical model to estimate disc cutter wear for sedimentary and low to medium grade metamorphic rocks
inferred← citeshttps://doi.org/10.1016/j.tust.2018.08.050openalex-snapshot
Experimental study on wear of TBM disc cutter rings with different kinds of hardness
inferred← citeshttps://doi.org/10.1016/j.tust.2018.11.040openalex-snapshot
Analysis of disc cutter damage and consumption of TBM1 section on water conveyance tunnel at Lanzhou water source construction engineering
inferred← citeshttps://doi.org/10.1016/j.tust.2018.12.010openalex-snapshot
A practical TBM cutter wear prediction model for disc cutter life and rock wear ability
inferred← citeshttps://doi.org/10.1016/j.tust.2019.04.010openalex-snapshot
Online monitoring device of disc cutter wear – Design and field test
inferred← citeshttps://doi.org/10.1016/j.tust.2019.103043openalex-snapshot
Cutter wear evaluation from operational parameters in EPB tunneling of Chengdu Metro
inferred← citeshttps://doi.org/10.1016/j.tust.2019.103090openalex-snapshot
Prediction and analysis of replaceable scraper wear of slurry shield TBM in dense sandy ground: A case study of Sutong GIL Yangtze River Crossing Cable Tunnel
inferred← citeshttps://doi.org/10.1016/j.tust.2020.103338openalex-snapshot
Prediction model of wear rate of inner disc cutter of engineering in Yinsong, Jilin
inferred← citeshttps://doi.org/10.1016/j.tust.2020.103586openalex-snapshot
Investigating the impact of TBM downtimes on utilization factor based on sensitivity analysis
inferred← citeshttps://doi.org/10.1016/j.tust.2021.104000openalex-snapshot
Cutter change time and cutter consumption for rock TBMs
inferred← citeshttps://doi.org/10.1016/j.tust.2022.104654openalex-snapshot
A new approach for developing EPB-TBM disc cutter wear prediction equations in granite stratum using backpropagation neural network
inferred← citeshttps://doi.org/10.1016/j.tust.2022.104830openalex-snapshot
A new index for cutter life evaluation and ensemble model for prediction of cutter wear
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.2023.105290openalex-snapshot
A study on predicting the wear of TBM disc cutters using Cerchar testing
inferred← citeshttps://doi.org/10.1016/j.tust.2023.105323openalex-snapshot
Investigation of disc cutter wear during shield tunnelling in weathered granite: A case study
inferred← citeshttps://doi.org/10.1016/j.tust.2024.105826openalex-snapshot
Machine learning-based prediction model for disc cutter life in TBM excavation through hard rock formations
inferred← citeshttps://doi.org/10.1016/j.tust.2025.107035openalex-snapshot
Study on the cutter wear rate prediction model of the hard rock TBM
inferred← citeshttps://doi.org/10.1016/j.tust.2025.107225openalex-snapshot
Intelligent diagnosis of disc cutter health in hard rock strata using TBM operational parameters
inferred← citeshttps://doi.org/10.1016/j.tust.2026.107672openalex-snapshot
Effects of operational parameters on TBM disc cutter wear: insights from full-scale disc abrasion testing (FDAT)
inferred← citeshttps://doi.org/10.1016/j.undsp.2020.01.001openalex-snapshot
Reliability analysis of TBM disc cutters under different conditions
inferred← citeshttps://doi.org/10.1016/j.undsp.2022.06.004openalex-snapshot
Study on disc cutter chipping of TBM based on field data and particle flow code simulation
inferred← citeshttps://doi.org/10.1016/j.wear.2022.204314openalex-snapshot
Prediction and analysis of slurry shield TBM disc cutter wear and its application in cutter change time
inferred← citeshttps://doi.org/10.1016/j.wear.2023.204927openalex-snapshot
A new prediction model for disc cutter wear based on Cerchar Abrasivity Index
inferred← citeshttps://doi.org/10.1016/j.wear.2024.205620openalex-snapshot
Impact of tunneling parameters on disc cutter wear during rock breaking in transient conditions
inferred← citeshttps://doi.org/10.1038/s41597-024-03470-2openalex-snapshot
Abrasivity database of different genetic rocks based on CERCHAR Abrasivity Test
inferred← citeshttps://doi.org/10.1038/s41598-024-76172-9openalex-snapshot
Intelligent identification and warning method of disc cutter abnormal wear in TBM construction based on extreme learning machine
inferred← citeshttps://doi.org/10.1038/s41598-024-84826-xopenalex-snapshot
Applying the PROMETHEE II, WASPAS, and CoCoSo models for assessment of geotechnical hazards in TBM tunneling
inferred← citeshttps://doi.org/10.1057/s41273-016-0046-5openalex-snapshot
Assessing maintenance strategies for cutting tool replacements in mechanized tunneling using process simulation
inferred← citeshttps://doi.org/10.1061/(asce)gm.1943-5622.0001950openalex-snapshot
Prediction Model for Normal and Flat Wear of Disc Cutters during TBM Tunneling Process
inferred← citeshttps://doi.org/10.1061/9780784480441.058openalex-snapshot
Evaluation of the Construction Effectiveness for Shield Tunneling in Complex Ground Based on FCE and AHP
inferred← citeshttps://doi.org/10.1061/9780784484029.055openalex-snapshot
Field Monitoring on Ground-Borne Vibration Caused by TBM Excavating in Mixed-Face Conditions
inferred← citeshttps://doi.org/10.1061/ijgnai.gmeng-8041openalex-snapshot
Prediction of Disc Cutter Wear Considering the Argillization Effect
inferred← citeshttps://doi.org/10.1080/10402004.2022.2090474openalex-snapshot
Effect of Impact-Sliding Angle on the Wear Performance of the H13 Steel of a Tunnel Boring Machine Cutter
inferred← citeshttps://doi.org/10.1080/17480930.2024.2305054openalex-snapshot
Predicting advance rate and cutter life in TBM tunnelling using evolutionary algorithm
inferred← citeshttps://doi.org/10.1080/19475705.2025.2555726openalex-snapshot
Optimization of TBM tunnelling efficiency based on stacking ensemble learning
inferred← citeshttps://doi.org/10.1088/1742-2140/aac096openalex-snapshot
Experimental study on rock indentation using infrared thermography and acoustic emission techniques
inferred← citeshttps://doi.org/10.1088/1742-6596/2504/1/012056openalex-snapshot
A Failure Diagnosis Method of the Disc Cutter Based on ARIMA
inferred← citeshttps://doi.org/10.1088/1755-1315/570/5/052026openalex-snapshot
Analysis of TBM disc cutter wear: a case study of a water conveyance tunnel project in Xinjiang, China
inferred← citeshttps://doi.org/10.1108/ilt-11-2025-0506openalex-snapshot
Dynamic weighting model for TBM disc cutter wear with multi-mechanism synergy
inferred← citeshttps://doi.org/10.1109/icpse51196.2020.9354360openalex-snapshot
Analysis of Disc Cutter Wear Based on the Theory of Energy
inferred← citeshttps://doi.org/10.1139/tcsme-2020-0153openalex-snapshot
Disc cutter wear prediction based on the friction work principle
inferred← citeshttps://doi.org/10.1201/9781003348030-150openalex-snapshot
Study on the cutter wear based on the cutterhead working status monitoring system in TBM tunneling
inferred← citeshttps://doi.org/10.1201/9781003348030-316openalex-snapshot
Quantitative estimation of TBM disc cutter wear from in-situ parameters by optimization algorithm improved back-propagation neural network: A case study of a metro tunnel in Guangzhou, China
inferred← citeshttps://doi.org/10.1631/jzus.a2400068openalex-snapshot
Impact of disc-cutter partial wear on tunneling parameters and a high-accuracy method for discrimination of partial wear
inferred← citeshttps://doi.org/10.1680/jgeen.17.00117openalex-snapshot
Cutter-disc consumption during earth pressure balance tunnelling in mixed strata
inferred← citeshttps://doi.org/10.2205/2020es000757openalex-snapshot
3D Computer-Assisted Geological Mapping: Testing WinGeol's FaultTrace for semi-automatic structural geological assessment
inferred← citeshttps://doi.org/10.25236/ajage.2023.050404openalex-snapshot
Research on mechanical behavior of rock breaking of abnormal cutter based on PFC numerical simulation
inferred← citeshttps://doi.org/10.3390/agriculture13061154openalex-snapshot
Self-Excited-Resonance of Soil-Engaging Surface Spectrum: A New Method of Soil Cutting Resistance Reduction
inferred← citeshttps://doi.org/10.3390/app10093231openalex-snapshot
Effect of Rock Abrasiveness on Wear of Shield Tunnelling in Bukit Timah Granite
inferred← citeshttps://doi.org/10.3390/app10186294openalex-snapshot
Rock Breaking Performance of TBM Disc Cutter Assisted by High-Pressure Water Jet
inferred← citeshttps://doi.org/10.3390/app11020644openalex-snapshot
Development and Performance Evaluation of an Integrated Disc Cutter System for TBMs
inferred← citeshttps://doi.org/10.3390/app12052267openalex-snapshot
Prediction Model of Tunnel Boring Machine Disc Cutter Replacement Using Kernel Support Vector Machine
inferred← citeshttps://doi.org/10.3390/app12052410openalex-snapshot
One-Dimensional Convolutional Neural Network for Pipe Jacking EPB TBM Cutter Wear Prediction
inferred← citeshttps://doi.org/10.3390/app13042612openalex-snapshot
Evaluation of Cutting Performance of a TBM Disc Cutter and Cerchar Abrasivity Index Based on the Brittleness and Properties of Rock
inferred← citeshttps://doi.org/10.3390/buildings12111959openalex-snapshot
Probabilistic Life Prediction of Tunnel Boring Machine under Wearing Conditions with Incomplete Information
inferred← citeshttps://doi.org/10.3390/coatings15050564openalex-snapshot
Optimized Data Preprocessing and Model Selection for TBM Cutter Wear Prediction
inferred← citeshttps://doi.org/10.9711/ktaj.2014.16.6.533openalex-snapshot
A comparative study on the TBM disc cutter wear prediction model
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