Research on Prediction of EPB Shield Tunneling Parameters Based on LGBM

Research on Prediction of EPB Shield Tunneling Parameters Based on LGBM

At present, the determination of tunnel parameters mainly rely on engineering experience and human judgment, which leads to the subjective decision of parameters and an increased construction risk. Machine learning algorithms could provide an objective theoretical basis for tunnel parameter decision...

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Bibliographic Details
Main Authors: Wei Wang, Huanhuan Feng, Yanzong Li, Quanwei You, Xu Zhou
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Buildings
Subjects:
EPB shield
LGBM
Bayesian optimization
tunneling parameter prediction
Online Access:https://www.mdpi.com/2075-5309/14/3/820

Internet

https://www.mdpi.com/2075-5309/14/3/820

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