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Abstract: Estimation of TBM performance and the interaction between design and operational characteristics of the machine and muck quality is a complex and nonlinear problem. A field study in a TBM driven tunnel was carried out to compile a database consisting of machine operational factors and muck shape and size parameters. Statistical analysis was used to investigate the correlation between these two...