Predictive Maintenance Queue
AI-generated maintenance work before failures happen
Open predictions
5
2 within 7 days
Downtime avoided · Q2
248 hrs
Cost avoided · Q2
₹74L
MTBF trend
612 hrs
+8.2%Queue
Ordered by predicted failure window
| WO ID | Machine | Plant | Failure window | Conf. | Failure mode | Status |
|---|---|---|---|---|---|---|
| WO-PM-2041 | Foaming Line #2 | Hosur | Within 4 days | 92% | Mixer bearing wear | New |
| WO-PM-2042 | Spring Coiler #5 | Karimangalam | Within 7 days | 88% | Drive belt fatigue | Work Order Created |
| WO-PM-2043 | Quilting Machine #3 | Bhiwandi | Within 9 days | 81% | Needle plate misalignment | Scheduled |
| WO-PM-2044 | Cutting Table #1 | Hyderabad | Within 12 days | 76% | Blade deflection | New |
| WO-PM-2045 | Foaming Line #4 | Indore | Within 14 days | 73% | Temperature controller drift | New |
Foaming Line #2
Hosur · Mixer bearing wear
Predicted failureWithin 4 days
Confidence92%
Likely modeMixer bearing wear
Recommended actionReplace shaft bearing assembly
Est. downtime if unaddressed56 hrs
Parts & technician
- • Bearing assembly part #BR-4470 — 2 in stock at Hosur
- • Drive belt #DB-220 — order needed (3-day lead)
- • Technician skill: L2 Mechanical · est. 4-6 hrs