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Keyword

shield machine

Description: A mechanized tunneling machine that excavates underground passages while providing temporary support to the surrounding ground.
OpenAlex ID: keywords/shield-machine
Machine learning-based automatic control of tunneling posture of shield machine
2022 · Hongwei Huang, Jiaqi Chang, et al. · Journal of Rock Mechanics and Geotechnical Engineering · 134
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Attention-based LSTM predictive model for the attitude and position of shield machine in tunneling
2023 · Qing Kang, Elton J. Chen, et al. · Underground Space · 126
Unified construction of running track tunnel and crossover tunnel for subway by rectangular shape double track cross-section shield machine
2003 · Hiroshi Nakamura, Toshikazu Kubota, et al. · Tunnelling and Underground Space Technology · 99
An adaptive hierarchical decomposition-based method for multi-step cutterhead torque forecast of shield machine
2022 · Chengjin Qin, Gang Shi, et al. · Mechanical Systems and Signal Processing · 98
Pile group response induced by adjacent shield tunnelling in clay: Scale model test and numerical simulation
2021 · Siyue He, Jinxing Lai, et al. · Tunnelling and Underground Space Technology · 84
A new index for cutter life evaluation and ensemble model for prediction of cutter wear
2022 · Nan Zhang, Shui-Long Shen, et al. · Tunnelling and Underground Space Technology · 81
Development of soil abrasivity testing for soft ground tunneling using shield machines
2011 · Jamal Rostami, Ehsan Alavi Gharahbagh, et al. · Tunnelling and Underground Space Technology · 79
A novel constrained dense convolutional autoencoder and DNN-based semi-supervised method for shield machine tunnel geological formation recognition
2021 · Honggan Yu, Jianfeng Tao, et al. · Mechanical Systems and Signal Processing · 78
Geological information prediction for shield machine using an enhanced multi-head self-attention convolution neural network with two-stage feature extraction
2022 · Chengjin Qin, Guoqiang Huang, et al. · Geoscience Frontiers · 77
Dynamic prediction for attitude and position of shield machine in tunneling: A hybrid deep learning method considering dual attention
2023 · Zeyu Dai, Peinan Li, et al. · Advanced Engineering Informatics · 76
The development of earth pressure shields: from the beginning to the present / Entwicklung der Erddruckschilde: Von den Anfängen bis zur Gegenwart
2011 · Martin Herrenknecht, Markus Thewes, et al. · Geomechanics and Tunnelling · 70
RCLSTMNet: A Residual-convolutional-LSTM Neural Network for Forecasting Cutterhead Torque in Shield Machine
2024 · Chengjin Qin, Gang Shi, et al. · International Journal of Control Automation and Systems · 57
Physical model driven fault diagnosis method for shield Machine hydraulic system
2023 · Zhiwei Qiu, Xianghua Yuan, et al. · Measurement · 49
Research on shield parameter prediction method based on multivariate variable weight combination model
2025 · Zongqing Zhou, Junyan Yang, et al. · Tunnelling and Underground Space Technology · 41
Self-driving shield: Intelligent systems, methodologies, and practice
2022 · Min Hu, Bingjian Wu, et al. · Automation in Construction · 39
Impact of the shield machine’s performance parameters on the tunnel lining behaviour and settlements
2021 · Ngoc Anh Do, Daniel Dias, et al. · Environmental Earth Sciences · 38
A novel real-time monitoring system for the measurement of the annular grout thickness during simultaneous backfill grouting
2020 · Li Zeng, Biao Zhou, et al. · Tunnelling and Underground Space Technology · 38
Research on Multi-Motor Synchronization Control Based on the Ring Coupling Strategy for Cutterhead Driving System of Shield Machines
2011 · Ran Liu, Jian Zhong Sun, et al. · Applied Mechanics and Materials · 37
Prediction of the tunnelling advance speed of a super-large-diameter shield machine based on a KF-CNN-BiGRU hybrid neural network
2024 · Junwei Jin, Qianqian Jin, et al. · Measurement · 35
Design of O-ring with skeleton seal of cutter changing robot storage tank gate for large diameter shield machine
2023 · Mei Yang, Yi-min Xia, et al. · Tribology International · 29
An adaptive operating parameters decision-making method for shield machine considering geological environment
2023 · Chengjin Qin, Mingyang Liu, et al. · Tunnelling and Underground Space Technology · 28
Fault recognition of large-size low-speed slewing bearing based on improved deep belief network
2022 · Yubin Pan, Hua Wang, et al. · Journal of Vibration and Control · 27
Geological type recognition for shield machine using a semi-supervised variational auto-encoder-based adversarial method
2024 · Haodi Wang, Chengjin Qin, et al. · Tunnelling and Underground Space Technology · 25
Analysis of Mechanical Properties of Two Typical Kinds of Cutterheads of Shield Machine
2011 · Cuixia Su, Yanqun Wang, et al. · Advanced Science Letters · 25
Towards autonomous and optimal excavation of shield machine: a deep reinforcement learning-based approach
2022 · Ya-kun Zhang, Guo-fang Gong, et al. · Journal of Zhejiang University. Science A · 24
Works count: 780
Citation count: 2,310
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