TE benchmark
- Citation Author(s):
-
Yuchen He
- Submitted by:
- Yuchen He
- Last updated:
- DOI:
- 10.21227/30jf-h712
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Abstract
The liquid product H in stream 9 is considered as quality variable while 22 process variables XMEAS (1) – XMEAS (22) are selected as process variables. 960 samples are collected as training samples, and another 960 samples are collected as the test dataset in the same working condition.
Instructions:
TE benchmark is a chemical simulation platform, which is widely used to evaluate the process monitoring performance of different soft sensing models. The process is mainly composed of five units: reactor, condenser, compressor, separator, and stripper, involving 41 measurement variables and 12 control variables. In TE process, different units organically cooperate with each other. Since various control strategies are implemented, a part of the variables can be autocorrelated while others are not.
