[HTML][HTML] Feedback on a shared big dataset for intelligent TBM Part II: Application and forward look
This review discusses the application scenarios of the machine learning-supported
performance prediction and the optimization efficiency of tunnel boring machines (TBMs) …
performance prediction and the optimization efficiency of tunnel boring machines (TBMs) …
[HTML][HTML] Real-time rock mass condition prediction with TBM tunneling big data using a novel rock–machine mutual feedback perception method
Z Wu, R Wei, Z Chu, Q Liu - Journal of Rock Mechanics and Geotechnical …, 2021 - Elsevier
Real-time perception of rock mass information is of great importance to efficient tunneling
and hazard prevention in tunnel boring machines (TBMs). In this study, a TBM–rock mutual …
and hazard prevention in tunnel boring machines (TBMs). In this study, a TBM–rock mutual …
Examining feasibility of developing a rock mass classification for hard rock TBM application using non-linear regression, regression tree and generic programming
A Salimi, J Rostami, C Moormann… - Geotechnical and …, 2018 - Springer
Geotechnical and geological parameters have the greatest impact on the performance of
hard rock tunnel boring machines (TBMs). This includes the rock and rock mass properties …
hard rock tunnel boring machines (TBMs). This includes the rock and rock mass properties …
Development of a rock mass characteristics model for TBM penetration rate prediction
Q Gong, J Zhao - International journal of Rock mechanics and mining …, 2009 - Elsevier
The TBM tunneling process in hard rock is actually a rock or rock mass breakage process,
which determines the efficiency of tunnel boring machine (TBM). On the basis of the rock …
which determines the efficiency of tunnel boring machine (TBM). On the basis of the rock …
Performance prediction of hard rock TBM using Rock Mass Rating (RMR) system
JK Hamidi, K Shahriar, B Rezai, J Rostami - Tunnelling and Underground …, 2010 - Elsevier
RMR is a simple rock mass classification system and is often used for characterization and
design purposes in preliminary stages of mining and civil engineering practices. However …
design purposes in preliminary stages of mining and civil engineering practices. However …
Prediction of hard rock TBM penetration rate using particle swarm optimization
The aim of this study is to predict the performance of tunnel boring machines (TBMS) using
particle swarm optimization technique (PSO). With this aim, a database including intact rock …
particle swarm optimization technique (PSO). With this aim, a database including intact rock …
Investigation into the effects of different rocks on rock cuttability by a V-type disc cutter
This paper is about to investigate the effects of different rock structural properties and a V-
type disc cutter on rock cuttability. The cutter having 381mm in diameter, 90° edge angle and …
type disc cutter on rock cuttability. The cutter having 381mm in diameter, 90° edge angle and …
Application of rock mass classification systems for performance estimation of rock TBMs using regression tree and artificial intelligence algorithms
A Salimi, J Rostami, C Moormann - Tunnelling and Underground Space …, 2019 - Elsevier
Existing rock mass classification systems, such as Rock Quality Index “Q”, Geological
Strength Index (GSI), and Rock Mass Rating (RMR) are often used in many empirical design …
Strength Index (GSI), and Rock Mass Rating (RMR) are often used in many empirical design …
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
C Balci - Tunnelling and Underground Space Technology, 2009 - Elsevier
This paper presents and discusses detailed field and laboratory studies concerning
boreability prediction of tunnel boring machines (TBMs) used in Kozyatagi-Kadikoy metro …
boreability prediction of tunnel boring machines (TBMs) used in Kozyatagi-Kadikoy metro …
Investigations into the cutting characteristics of CCS type disc cutters and the comparison between experimental, theoretical and empirical force estimations
A new model is suggested in this study to predict normal and rolling forces acting on CCS
type disc cutters by modifying an empirical model developed by Bilgin (1977) for V type disc …
type disc cutters by modifying an empirical model developed by Bilgin (1977) for V type disc …