Jinghui Xia

Machine-Learning-Based Screening of Relative Eccentric-Wear Severity in Shield TBM Disc Cutters Using 3D-Scan Morphology Labels

Disc-cutter wear in abrasive strata is spatially non-uniform, yet mean wear depth cannot indicate where it concentrates. This retrospective feasibility study develops a machine-learning-based condition-monitoring framework that predicts the relative severity of eccentric wear fro...