Datasets
Standard Dataset
TEP
- Citation Author(s):
- Submitted by:
- Zhangjie Guan
- Last updated:
- Thu, 01/05/2023 - 01:44
- DOI:
- 10.21227/49m8-sb27
- License:
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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.