Downtime risk88
Estimated remaining useful life ~36h
Rated power
22 kW
Energy today
384 kWh
Energy consumption · last 24h
Anomalies
1Spindle vibrationhigh
Vibration RMS rising sharply over 6h — bearing wear signature.
Recommendations
Service spindle within 36h88% confidence
Failure probability 88% within 72h. A pre-emptive spindle service avoids an unplanned ~47-min stop and scrap.
Drivers: spindle_temp_trend (+0.41) · vibration_rms (+0.33) · load_cycles (+0.12)