Tool condition monitoring in drilling using vibration signature analysis

This paper presents a study on monitoring tool wear and failure in drilling using vibration signature analysis techniques. Discriminant features, which are sensitive to drill wear and breakage, were developed in both time and frequency domains. These features were found to be relatively insensitive to cutting conditions, and sensor location. In the time domain, a monitoring feature based on calculating the kurtosis value of both the transverse …