TBM penetration rate prediction based on the long short-term memory neural network

Tunnel boring machines (TBMs) are widely used in tunnel engineering because of their safety and efficiency. The TBM penetration rate (PR) is crucial, as its real-time prediction can reflect the adaptation of a TBM under current geological conditions and assist the adjustment of operating parameters....

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Bibliographic Details
Main Authors: Boyang Gao, RuiRui Wang, Chunjin Lin, Xu Guo, Bin Liu, Wengang Zhang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2021-12-01
Series:Underground Space
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S246796741930100X