Tenessee Eastman (TE) process simulates actual chemical processes and is widely used as a benchmark in test fault diagnosis and process control. The overall process consists of five operating units: reactor, condenser, vapor-liquid separator, recycle compressor and product stripper. It has standard training and test data sets for fault detection and diagnosis, classification, etc. Each data set is under different operating conditions。

Dataset Files

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[1] Xiaolu Chen, "Tennessee Eastman simulation dataset", IEEE Dataport, 2019. [Online]. Available: http://dx.doi.org/10.21227/4519-z502. Accessed: Feb. 08, 2025.
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doi = {10.21227/4519-z502},
url = {http://dx.doi.org/10.21227/4519-z502},
author = {Xiaolu Chen },
publisher = {IEEE Dataport},
title = {Tennessee Eastman simulation dataset},
year = {2019} }
TY - DATA
T1 - Tennessee Eastman simulation dataset
AU - Xiaolu Chen
PY - 2019
PB - IEEE Dataport
UR - 10.21227/4519-z502
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Xiaolu Chen. (2019). Tennessee Eastman simulation dataset. IEEE Dataport. http://dx.doi.org/10.21227/4519-z502
Xiaolu Chen, 2019. Tennessee Eastman simulation dataset. Available at: http://dx.doi.org/10.21227/4519-z502.
Xiaolu Chen. (2019). "Tennessee Eastman simulation dataset." Web.
1. Xiaolu Chen. Tennessee Eastman simulation dataset [Internet]. IEEE Dataport; 2019. Available from : http://dx.doi.org/10.21227/4519-z502
Xiaolu Chen. "Tennessee Eastman simulation dataset." doi: 10.21227/4519-z502