Module 3
AI Hot Axle & Wagon Abnormality Detection
Fusion of HABD, WILD, acoustic bearing detectors, RFID and trackside AI vision cameras across all major freight corridors.
Wagons monitored
3.24 M
HABD sites online+22 YoY
1,412
WILD sites online+12
486
Hot axle events (24h)2 critical
7
Bearing anomaliesAI-flagged
34
Fleet reliability+0.02
99.86%
Live Trackside Detector Feed
Sorted by AI failure probability
| Wagon | Axle | Temp °C | Δ °C | Route | Risk |
|---|---|---|---|---|---|
| BTPN-2289 | W3 | 142 | +48 | HWH–TATA | critical |
| BCNHL-4402 | W1 | 96 | +22 | BSP–NGP | major |
| BOXNHL-1187 | W4 | 74 | +8 | KGP–DHN | info |
| BOBRN-9021 | W2 | 88 | +14 | BIA–VSKP | major |
| BTAP-6644 | W6 | 62 | +4 | MAS–VSKP | info |
Detection Coverage
HABD96%
WILD88%
Acoustic Bearing74%
Wheel Geometry82%
Trackside AI Vision68%
Top High-Risk Routes
- HWH – TATA12 events / 7d
- BSP – NGP9 events / 7d
- BIA – VSKP7 events / 7d
- KGP – DHN5 events / 7d
- MAS – VSKP4 events / 7d