ICTM Collaborative R&D 2024

Data driven wear detection of machine components

© Manufacturing Technology Institute MTI

How to make wear of machine tool components measurable by machine-internal data?

Challenge and Motivation

  • Condition of machine components can often only be analyzed through maintenance and assessment by experts.
  • Insufficient data regarding the wear condition of machine tool components results in avoidable maintenance actions and unforeseen downtime.


  • Continuous and event-based data stream and storage.
  • Secure local database for condition and wear monitoring of machine tool components.
  • Process-parallel monitoring and identification of wear and load indicators.