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

dataset

posted on 2021-03-12, 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.

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Statistical Process Monitoring Fault Diagnosis Decision Support Tennessee Eastman Process Process data Chemical Engineering not elsewhere classified

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