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. 2021 Aug 26;21(17):5739. doi: 10.3390/s21175739

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