A Novel Hybrid Transfer Learning Framework for Dynamic Cutterhead Torque Prediction of the Tunnel Boring Machine

A tunnel boring machine (TBM) is an important large-scale engineering machine, which is widely applied in tunnel construction. Precise cutterhead torque prediction plays an essential role in the cost estimation of energy consumption and safety operation in the tunneling process, since it directly in...

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Main Authors: Tao Fu, Tianci Zhang, Xueguan Song
Format: Artigo
Jezik:Inglês
Izdano: MDPI AG 2022-04-01
Serija:Energies
Teme:
tunnel boring machine (TBM)
cutterhead torque prediction
operation parameters
transfer learning
Online dostop:https://www.mdpi.com/1996-1073/15/8/2907
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