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Tennessee Eastman Reference Data for Fault-Detection and Decision Support Systems

Extended Tennessee Eastman Reference Data as presented in Reinartz et al. (2021).

The data contains simulations of 28 process faults for 6 different operating modes. Each fault is simulated 500 times with different seeds for the random number generator.
Additional simulations feature setpoint changes and mode transitions between the 6 operating modes.
All simulations have a duration of 100 hours with a sampling rate of 3 minutes.

Please refer to the Readme and publication for detailed information.

History

Related publications (DOI or link to DTU Orbit, DTU Findit)