7 datasets found

Time series forecasting to detect anomalous behaviours in Multiphase Flow Meters

A labeled dataset with approximately 10,000 simulations of steady-state performance for each of 14 non-condensing boilers.

The CWRUBearing dataset contains ball bearing test data for normal and faulty bearings.

Reliable fault detection is an essential requirement for safe and efficient operation of complex mechanical systems in various industrial applications.

The Tennessee-Eastman process dataset is a chemical process dataset used for fault detection and monitoring.

Complex industrial systems are continuously monitored by a large number of heterogeneous sensors. The diversity of their operating conditions and the possible fault types make...

The Tennessee-Eastman (TE) chemical process, which simulated a real chemical production process. It has been widely used as a benchmark process to evaluate fault detection and...