The UPRM cutting mechanism makes tool wear monitoring using cutting chips feasible.

A mathematical model was established to simulate the cutting chip profile.

The ridges imprinted on the chip surface were used to present tool fracture wear.

The measured ridges were parameterized to build up the virtual cutting edge.

This method is potentially used to evaluate machined surface quality on-line.