Research Article

Development of a Novel Soft Sensor with Long Short-Term Memory Network and Normalized Mutual Information Feature Selection

Table 1

Candidate input variables of debutanizer column.

Input VariableIDDescription

TI-040Top temperature
PRC-011Top pressure
FRC-015Reflux flow
FRC-018Flow to next system
TRC-0046th tray temperature
TI-036Bottom temperature 1
TI-037Bottom temperature 2