TBM shield mud cake prediction model based on machine learning

TBM shield mud cake prediction model based on machine learning

IntroductionDuring tunnel boring machine (TBM) shield tunneling in clayey strata, the excavated soil consolidates on the cutter head or cutting tools, forming mud cakes that significantly impact the efficiency of shield tunneling.MethodsTo predict mud cakes during shield tunneling, four distinct sup...

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Bibliographic Details
Main Authors: Qi Zhang, Peng Xu, Jing Zhang, Zhao Yang, Yu Li, Xintong Kong, Xiao Yuan
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-03-01
Series:Frontiers in Earth Science
Subjects:
shield tunnel
mud cake
tunneling parameter
machine learning
prediction model
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2025.1544650/full
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https://www.frontiersin.org/articles/10.3389/feart.2025.1544650/full

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