Predicting Cutter Wear in Shield Tunneling Construction Using Machine Learning: A Case Study from Chunfeng Road Tunnel Project in China

This publication has 13 references indexed in Scilit:

• A new index for cutter life evaluation and ensemble model for prediction of cutter wear
  Tunnelling and Underground Space Technology, 2022
• A new approach for developing EPB-TBM disc cutter wear prediction equations in granite stratum using backpropagation neural network
  Tunnelling and Underground Space Technology, 2022
• A practical TBM cutter wear prediction model for disc cutter life and rock wear ability
  Tunnelling and Underground Space Technology, 2019
• Deformation and stress characteristics of existing twin tunnels induced by close-distance EPBS under-crossing
  Tunnelling and Underground Space Technology, 2018
• Analysis of disc cutter failure in shield tunnelling using 3D circular cutting theory
  Engineering Failure Analysis, 2018
• Excavation tool concepts for TBMs – Understanding the material-dependent response to abrasive wear
  Tunnelling and Underground Space Technology, 2017
• Development of a prediction model for the wear evolution of disc cutters on rock TBM cutterhead
  Tunnelling and Underground Space Technology, 2017
• Evaluation of tool wear in EPB tunneling of Tehran Metro, Line 7 Expansion
  Tunnelling and Underground Space Technology, 2017
• Factors Influencing Disc Cutter Wear
  Geomechanics and Tunnelling, 2008
• The model for tool wear in rock cutting
  Wear, 1996