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Datasets

Standard Dataset

TEP

Citation Author(s):
Zhangjie Guan
Submitted by:
Zhangjie Guan
Last updated:
DOI:
10.21227/49m8-sb27
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Abstract

TE benchmark has been widely used to evaluate process monitoring performance, which is mainly composed of multiple operation units including continuous stirred tank reactor, condenser, gas-liquid separation tower, stripper, reboiler and centrifugal compressor.

Instructions:

TE benchmark is a chemical simulation platform designed by Eastman company that is widely used to evaluate the process monitoring performance between different algorithms. A total of 41 measurement variables and 12 manipulated variables are collected in TE process. In this dataset, 30 process variables and 1 quality variable are selected.