| Dataset | Content | Notes |
|---|---|---|
| XJTU-SY | 15 bearings run to failure, vibration @ 25.6 kHz | primary candidate |
| FEMTO / PRONOSTIA | 17 bearings, IEEE PHM 2012 challenge | |
| IMS / NASA | bearing run-to-failure | |
| KAIST 2024 | vibration + temperature | CC BY license |
| CWRU | bearing faults | classic benchmark |
| Ferrara | bearings |
These datasets run until actual failure → the demo can show a prediction come true.