Soft computing approach for prediction of surface settlement induced by earth pressure balance shield tunneling

Soft computing approach for prediction of surface settlement induced by earth pressure balance shield tunneling

Estimating surface settlement induced by excavation construction is an indispensable task in tunneling, particularly for earth pressure balance (EPB) shield machines. In this study, predictive models for assessing surface settlement caused by EPB tunneling were established based on extreme gradient...

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Bibliographic Details
Main Authors: W.G. Zhang, H.R. Li, C.Z. Wu, Y.Q. Li, Z.Q. Liu, H.L. Liu
Format: Article
Language:English
Published: Elsevier 2021-08-01
Series:Underground Space
Subjects:
EPB
Surface settlement
Soft computing
XGBoost
Multivariate adaptive regression spline
Online Access:http://www.sciencedirect.com/science/article/pii/S2467967419301096

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http://www.sciencedirect.com/science/article/pii/S2467967419301096

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