Robot equipment abnormal sound
Large robot equipment predictive maintenance
F Company robot equipment sound and aging analysis
Sound is used to analyze load and anomaly signals from transfer robots in an F Company factory
Target sound
Robot equipment abnormal sound
Project overview
A predictive-maintenance case that detects load and anomaly signals from large glass-transfer robots through sound
Field challenge
- Load-rate data alone was not enough to judge failure signals
- A nondestructive diagnostic alternative was needed for large glass-transfer equipment
- Field recordings compared load changes and anomaly signals
Outcome summary
Field recordingEquipment sound data secured
Large robotEquipment predictive-maintenance application
Glass processCrack detection linkage