Predictive Maintenance
Machine health monitoring · alerts evaluated every 6 hours
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needs action
Spindle Efficiency Drop
OEE fell below threshold — check spindle wear, coolant flow, or feed-rate drift.
Repeated Machine Stoppage
Excessive downtime detected — inspect tool-change cycle, servo alarms, or fixture jams.
Dimensional Reject Spike
Rejection rate rising — check tool wear offset, thermal compensation, or chuck grip.
Frequent Stoppages Pattern
Multiple short stops across shifts — likely a recurring alarm: lubrication, chip conveyor, or coolant pressure.
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