From: Challenges and Opportunities of AI-Enabled Monitoring, Diagnosis & Prognosis: A Review
Dataset Name | Research object | Description |
---|---|---|
Airbus helicopter accelerometer [70] | Helicopter | Data were acquired from different accelerometers placed at different positions of the helicopter, including 1677 training sequences from normal flights and 594 sequences from normal and anomalous flights |
Numenta anomaly benchmark [71] | Various objects | It is composed of over 50 labeled real-world and artificial time series data les plus a novel scoring mechanism designed for real-time applications |
SWaT [72] | CPS | Data were acquired from a water treatment testbed for research in the area of cyber security, and the data systematically generated from the testbed over 7 days under normal operation and 4 days with attack scenarios is provided |