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Applications of Machine Learning in Mechanised Tunnel Construction: A Systematic Review

Tunnel Boring Machines (TBMs) have become prevalent in tunnel construction due to their high efficiency and reliability. The proliferation of data obtained from site investigations and data acquisition systems provides an opportunity for the application of machine learning (ML) techniques. ML algori...

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Autori principali: Feng Shan, Xuzhen He, Haoding Xu, Danial Jahed Armaghani, Daichao Sheng
Natura: Artigo
Lingua:Inglês
Pubblicazione: MDPI AG 2023-05-01
Serie:Eng
Soggetti:
tunnel boring machine
machine learning
TBM performance
surface settlement
time series forecasting
Accesso online:https://www.mdpi.com/2673-4117/4/2/87
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