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研究與發展

線上刀具狀態智慧監測模組 2023/07/13

線上刀具狀態智慧監測模組
簡介 Introductions

  • 線上刀具狀態監測模組可透過主軸振動判斷刀具即時加工狀態,提供刀具損壞與加工異常之警戒以輔助現場人員進行調整,降低補救施工需求並提升設備稼動率與產品品質。
  • The Tool Condition Monitoring (TCM) system evaluates the health condition of machining tools based on spindle vibration signal analysis; therefore, unscheduled tool breakage can be prevented and the overall equipment effectiveness can be improved.

特色與創新 Characters and Innovations

  • 系統運算快速,達成即時監測之功效。
  • 使用半監督式AI演算法,解決加工參數與工件材質搭配之複雜工況 。
  • 自動提供換刀警示,減少人工誤判與工件損壞可能
  • 可對接不同廠牌控制器(如發那科Fanuc、西門子Siemens)監控加工狀態與回授控制 。
  • 客製化人機介面與閾值相關參數調配 。
  • Real-time monitoring of tool condition.
  • By applying semi-supervised AI algorithms, the effects of various machining parameters can be ignored.
  • Providing tool change notification and anomaly detection.
  • Can be connected to controllers of different brands (e.g. Fanuc, Siemens) to monitor the machining status and provide feedback control.
  • Customized user interface and threshold setting.

應用與效益 Applications and Benefits

  • 可應用於車、銑、鑽等設備或刀具需頻繁替換之場域。
  • Equipment or tools such as lathes, milling machines and drills, where frequent replacement is required.

聯絡 contact

更多資訊

刀具狀態監測結果

模組架構