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A Novel Real-Time Torque Prediction of EPB Shield in Mixed Ground Using Machine Learning Method Based on Geological Knowledge Fusion
Publisher: American Society of Civil Engineers
Abstract: Intelligent tunneling has become a necessary technology in urban underground development. Machine learning (ML) algorithms have been widely used in predicting earth pressure balance shield (EPBS) machine tunneling; however, ...
Stability Analysis of a Shield Tunnel in Unsaturated Soil Considering the Soil Arch Effect
Publisher: ASCE
Abstract: This paper aims at proposing a calculation model to deal with the face stability of shield tunnels in unsaturated soil. Based on the existing results of centrifugal test and numerical simulation, a new failure mechanism ...
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