Data driven wear detection of machine components
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.