Prediction Method of TBM Tunneling Parameters Based on PSO-Bi-LSTM Model

Prediction Method of TBM Tunneling Parameters Based on PSO-Bi-LSTM Model

With the wide application of full-face rock tunnel boring machine (TBM) in tunnel construction, the self-adaptive adjustment of TBM tunneling parameters is of great significance for the safety and efficiency of TBM tunnelling. Aiming at the shortcomings of the current TBM data mining capability and...

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Bibliographic Details
Main Authors: Qinglong Zhang, Yanwen Zhu, Rui Ma, Canxun Du, Sanlin Du, Kun Shao, Qingbin Li
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-03-01
Series:Frontiers in Earth Science
Subjects:
tunnel engineering
TBM
PSO-Bi-LSTM
tunneling parameter prediction
intelligent construction
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2022.854807/full

Internet

https://www.frontiersin.org/articles/10.3389/feart.2022.854807/full

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