
AI-Based Predictive Maintenance for CNC Machine Tools
- Problem
- Unplanned failures and reactive maintenance on CNC machine tools are costly and disruptive to production.
- Purpose
- To explore whether data-driven, AI-based methods can support earlier, more reliable maintenance decisions.
- Methods
- Condition monitoring, sensor data collection, and machine learning applied to equipment health indicators.
- Application
- Industrial maintenance planning and CNC machine reliability.



