DEFENCE OF THE DOCTORAL DISSERTATION BY JOŽE RAVNIČAN

Defence of the Doctoral Dissertation by Jože Ravničan

IPS invites you to the Defence of the Doctoral Dissertation by Jože Ravničan titled: Cutting tool life monitoring system using triaxial accelerometer. The defence will take place on Thursday, 22 January 2026, at 10:30 a.m. at the Orange Room (Jožef Stefan Institute, Jamova 39, Ljubljana).

Supervisor: Prof. Dr. Matjaž Gams.

Short summary:

Doctoral dissertation presents a system for monitoring cutting tool lifetime. Utilizing a triaxial accelerometer and machine learning algorithms, it predicts cutting tool life in real-time. Validated in an industrial environment, the system improves efficiency, reduces downtime, and enables informed decision-making in industrial practice.

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