[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) …
Wear of cutting tools in hard rock excavation process: A critical review of rock abrasiveness testing methods
Increasing demand for the use of different mechanized excavation systems in civil and
mining projects has elevated the importance of understanding the wear process of rock …
mining projects has elevated the importance of understanding the wear process of rock …
A new index for cutter life evaluation and ensemble model for prediction of cutter wear
This paper proposed a new index for evaluation of disc cutter life during earth pressure
balance (EPB) tunnelling. This new index was defined as the ratio of accumulated cutter …
balance (EPB) tunnelling. This new index was defined as the ratio of accumulated cutter …
Investigation of disc cutter wear during shield tunnelling in weathered granite: a case study
Wear characteristics of disc cutter can vary significantly during shield tunnelling in different
geological formations. This paper presents a case study on disc-cutter wear experienced …
geological formations. This paper presents a case study on disc-cutter wear experienced …
A study on predicting the wear of TBM disc cutters using Cerchar testing
Estimating the disc cutter wear life or change time is a critical part of performance prediction
for the application of hard rock TBMs. This paper examines the disc cutter wear rate and the …
for the application of hard rock TBMs. This paper examines the disc cutter wear rate and the …
[HTML][HTML] A performance-based hybrid deep learning model for predicting TBM advance rate using attention-ResNet-LSTM
S Yu, Z Zhang, S Wang, X Huang, Q Lei - Journal of Rock Mechanics and …, 2024 - Elsevier
The technology of tunnel boring machine (TBM) has been widely applied for underground
construction worldwide; however, how to ensure the TBM tunneling process safe and …
construction worldwide; however, how to ensure the TBM tunneling process safe and …
Developing the rule of thumb for evaluating penetration rate of TBM, using binary classification
M Akbarzadeh, S Shaffiee Haghshenas… - Geotechnical and …, 2022 - Springer
Using the tunnel boring machine (TBM) in tunneling projects contributes significantly to
increased efficiency and reducing the time of project implementation in comparison with the …
increased efficiency and reducing the time of project implementation in comparison with the …
A new method for wear estimation of TBM disc cutter based on energy analysis
L She, S Zhang, C Wang, Y Li, M Du - Tunnelling and Underground Space …, 2023 - Elsevier
The accurate estimation of disc cutter wear has always been a long-term topic affecting the
excavation efficiency and construction cost of tunnel boring machines (TBMs), especially in …
excavation efficiency and construction cost of tunnel boring machines (TBMs), especially in …
Probabilistic model of disc-cutter wear in TBM construction: A case study of Chaoer to Xiliao water conveyance tunnel in China
WK Yang, ZY Chen, GS Wu, H Xing - Science China Technological …, 2023 - Springer
Disc-cutters play a crucial role in the penetration process during construction using a tunnel
boring machine (TBM). Their wear status has a significant impact on working efficiency and …
boring machine (TBM). Their wear status has a significant impact on working efficiency and …
Cutting performance and contact behavior of partial-wear TBM disc cutters: a laboratory scale investigation
R Sun, J Mo, M Zhang, Y Su, Z Zhou - Engineering Failure Analysis, 2022 - Elsevier
The rock cutting performance and cutter-rock contact behavior of partial-worn cutters are
investigated via scaled rock cutting experiments. The results reveal that the partial-wear of …
investigated via scaled rock cutting experiments. The results reveal that the partial-wear of …