Introductions
Using unspervised AI for vibration analysis to create an intelligent real-time monitoring and alert system for drilling and turning-milling tools, effectively tracking tool conditions and minimizing machining anomalies.
Characters and Innovations
- Fast Deplyment: only record tool changes and bradkage times for automatic model updates.
- Hight reliability: Real-time alerts with over 85% accuracy.
- high Versatillity: Quickly adapt to various tools/materials, reducing redevelopment time by 60%.
Applications and Benefits
- Maximizes too life; reduces rework and troubleshooting costs.
- Boosts large workpiece efficiency and tool life, reducing waste.
- Improves carrier/fixture machining quality, lowering cost losses.