Factory Automation

FA Application Package Tool Wear Diagnosis for Machine Tools

Preliminary survey
  • Select the device, machining type, tool for diagnosis
  • Determine system configuration, secure installation environment
Equipment installation
  • Install, wire up equipment
  • Set device parameters (communication means, data collection conditions, etc.), register diagnosis model
  • Conduct trial operation check for data collection preparation
  • Data collection to determine diagnosis threshold
    (data collection including 5 to 10 tool exchanges: Approx. 1 month)
Diagnosis threshold setting
  • Confirm adequacy of settings from collection data
  • Calculate diagnosis threshold from trend data
  • Set calculation threshold
Operation
  • Commence operation (check machine condition)
  • Tool wear diagnosis, machining abnormality diagnosis, measurement value prediction
  • Tool change in line with diagnosis results/alarms
  • Revise thresholds
  • Optimization of machining programs using a cycle time improvement support function