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

dataset
posted on 12.03.2021, 09:00 authored by Christopher Clarc Reinartz, Murat KulahciMurat Kulahci, Ole RavnOle Ravn
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)