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

Published in:	Frontiers in Earth Science
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
Subjects:	shield tunnel mud cake tunneling parameter machine learning prediction model
Online Access:	https://www.frontiersin.org/articles/10.3389/feart.2025.1544650/full