Table 2.
List of datasets publicly available for PdM experiments.
| Ref. | Dataset Description |
|---|---|
| [93] | Numenta Anomaly Benchmark (NAB) dataset: temperature sensors on industrial machines |
| [88] | Force and torque measurements to detect robot failures |
| [89] | Failure data of a generic gearbox |
| [92] | CWRU: ball bearing test data for normal and faulty bearings |
| [94] | Synchronous measurement of motor current and vibration signals |
| [90] | Operational data from a pressurizing system in trucks |
| [95] | PRONOSTIA: bearing accelerated life test dataset |
| [77] | NASA C-MAPSS tools: simulate realistic large commercial turbofan engines |
| [91] | Failure data in a simulated swarm of robots |