簡介 Introductions
透過非監督式AI演算法進行振動訊號分析，針對鑽孔、車銑製程刀具建立智慧化即時監測與預警技術，有效掌握刀具狀態，降低加工過程的異常風險。
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.
特色與創新 Characters and Innovations
- 快速佈署：僅需記錄換刀與崩刀時時，模型即可自主更新。
- 高可靠性：即時發布異常警訊，準確率可達85%以上。
- 高通用性：快速套用不同刀具／材質，再開發時間減少60%。
- 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%.