Spatio-temporal feature fusion for real-time prediction of TBM operating parameters: A deep learning approach
Author:
Funder
Nanyang Technological University
Kementerian Pendidikan Malaysia
Publisher
Elsevier BV
Subject
Building and Construction,Civil and Structural Engineering,Control and Systems Engineering
Reference54 articles.
1. Prediction of the penetration rate and number of consumed disc cutters of tunnel boring machines (TBMs) using artificial neural network (ANN) and support vector machine (SVM)—case study: Beheshtabad water conveyance tunnel in Iran;Afradi;Asian J. Water Environ. Pollut.,2019
2. Performance prediction of tunnel boring machine through developing a gene expression programming equation;Armaghani;Eng. Comput.,2018
3. Time Series Analysis: Forecasting and Control;Box,2011
4. Random forests;Breiman;Mach. Learn.,2001
5. Hard Rock Tunnel Boring;Bruland,2000
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