AI Maintenance Prediction
Machine learning risk scoring · Engine trends · Predictive maintenance
AI Model StatusActive · Last trained 2026-06-20
Analysing: Engine Hours · Oil Consumption · Maintenance History · Defect Rate · Flight Hours · Parts Usage. Predicts failures within 30 flight hours.
Fleet Risk Scores
78
Risk Score
VT-AIR PA-28
Engine: 2841h · Oil: 0.32 qt/hr · Last maint: 28d ago · Defects (90d): 4
“Oil system inspection recommended within 20 flight hours. High oil consumption rate detected.”
62
Risk Score
VT-TRN C-152
Engine: 5102h · Oil: 0.28 qt/hr · Last maint: 42d ago · Defects (90d): 3
“Approaching major inspection interval. Schedule 500-hour overhaul within 60 days.”
22
Risk Score
VT-JET DA-40
Engine: 756h · Oil: 0.08 qt/hr · Last maint: 14d ago · Defects (90d): 1
“GPS database update overdue. Low mechanical risk.”
18
Risk Score
VT-SKY C-172
Engine: 1204h · Oil: 0.12 qt/hr · Last maint: 8d ago · Defects (90d): 1
“Low risk. Continue normal operations. Next 100-hour in 42 hours.”
12
Risk Score
VT-FLY C-172
Engine: 980h · Oil: 0.1 qt/hr · Last maint: 5d ago · Defects (90d): 0
“Excellent condition. No predictive maintenance flags.”
Predicted Maintenance Schedule
| Aircraft | Item | Predicted Date | Trigger | Confidence |
|---|---|---|---|---|
| VT-AIR | Oil System Inspection | 2026-07-10 | Oil consumption rate ↑ 30% | 87% |
| VT-TRN | 500-Hour Engine Overhaul | 2026-08-15 | Engine hours approaching limit | 94% |
| VT-JET | GPS Database Update | 2026-06-30 | Database expired | 100% |