[HTML][HTML] TBM performance prediction using LSTM-based hybrid neural network model: Case study of Baimang River tunnel project in Shenzhen, China
Accurately predicting tunnel boring machine (TBM) performance is beneficial for excavation
efficiency enhancement and risk mitigation of TBM tunneling. In this paper, we develop a …
efficiency enhancement and risk mitigation of TBM tunneling. In this paper, we develop a …
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 …
A cutting mechanics model of constant cross-section type disc cutter and its application based on dense core theory
L She, S Zhang, C Wang, M Du, P Yang - International Journal of Rock …, 2022 - Elsevier
The rock-cutting mechanism and force prediction model of disc cutter considering the effect
of dense core are proposed in this study. According to the working characteristics of disc …
of dense core are proposed in this study. According to the working characteristics of disc …
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 …
Introducing an empirical model for prediction of disc cutter life for TBM application in jointed rocks: case study, Kerman water conveyance tunnel
Disc cutters wear and need to be replaced when using tunnel boring machines (TBMs) to
excavate through rock, often becoming a high ticket item on the list of consumables in …
excavate through rock, often becoming a high ticket item on the list of consumables in …
Prediction model for disc cutter wear during hard rock breaking based on plastic removal abrasiveness mechanism
L She, S Zhang, C Wang, Z Wu, L Yu… - Bulletin of Engineering …, 2022 - Springer
In this study, the correlation between the uniform wear volume of the disc cutter and the
normal load is established based on a principle of microcutting plastic removal of abrasive …
normal load is established based on a principle of microcutting plastic removal of abrasive …
Adaptability of a reinforced concrete diaphragm wall cut by disc cutter
H Yu, L Chen, K Peng - Sustainability, 2022 - mdpi.com
On the background of a subway project in Suzhou City of Jiangsu Province and targeting the
engineering difficulty of disc cutters cutting reinforced concrete walls, this paper illustrates …
engineering difficulty of disc cutters cutting reinforced concrete walls, this paper illustrates …
Rock‐Breaking Laws of Disc Cutters with Different Height Differences in Hard Rock Strata
Z Lu, X Wang, H Teng, X Guan… - Advances in Civil …, 2022 - Wiley Online Library
When shield machine traverses through hard rock mass, disc cutters will be abraded to
different degrees. Excessive height difference exists between adjacent disc cutters, which …
different degrees. Excessive height difference exists between adjacent disc cutters, which …
Disc cutter wear/life analysis in a long tunnel excavated in strong to very strong, abrasive rocks
H Karimi, M Khamehchiyan, J Hassanpour - Bulletin of Engineering …, 2024 - Springer
The complex interaction between the cutters and rocks in the tunnel face makes it difficult to
predict the cutter wear, exactly. Therefore, many researchers have tried to study this process …
predict the cutter wear, exactly. Therefore, many researchers have tried to study this process …
Interaction between partial-worn TBM cutters and rocks: experimental and numerical investigation
R Sun, J Mo, M Zhang, Z Zhou - Bulletin of Engineering Geology and the …, 2023 - Springer
Partial wear is one of the fatal abnormal wears, which may pose a threat to the cutterhead or
even the driving system. Considering the randomness of partial wear, the real-time detection …
even the driving system. Considering the randomness of partial wear, the real-time detection …