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Abstract: Mechanized tunneling is vital to ensure necessary infrastructure development in urban area. The use of shield machines for soft ground has been established for many years. When budgeting such tunneling projects, precise planning and coordination in terms of tunneling technique choice (e.g. EPB or Slurry-shield), excavation strategy and tool wear prediction are required. Tool wear is usually...