A novel constrained dense convolutional autoencoder and DNN-based semi-supervised method for shield machine tunnel geological formation recognition

H Yu, J Tao, C Qin, M Liu, D Xiao, H Sun… - Mechanical Systems and …, 2022 - Elsevier
Accurately acquiring the geological information of the tunnel face will help to set the optimal
operational parameters, so that the shield machine can achieve better tunneling …

A novel constrained dense convolutional autoencoder and DNN-based semi-supervised method for shield machine tunnel geological formation recognition

H Yu, J Tao, C Qin, M Liu, D Xiao… - … Systems and Signal …, 2022 - ui.adsabs.harvard.edu
Accurately acquiring the geological information of the tunnel face will help to set the optimal
operational parameters, so that the shield machine can achieve better tunneling …