Tunnel face rock mass class rapid identification based on TBM cutterhead vibration monitoring and deep learning model

Abstract Rapid identification of the rock mass condition at the tunnel face is a key problem for TBM operating parameters optimization and subsequent tunnel support measures selection. The vibration induced by the rock breaking contains essential information for evaluating the tunnel face condition....

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Bibliographic Details
Main Authors: Qisheng Tang, Qingsong Hu, Ganggang Wang, Xiangjin Liu, Puyue Huang
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-96875-x
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