Investigating Effects of Pre-Processing Variation on Time-Varying Steam Temperature of Distillation Column

The system identification involves the preprocessing technique which separates the dataset into two parts; training set and testing set to estimate and validate the model respectively. The main aim of this study is to investigate the effects of pre-processing techniques on the steam temperature of the distillation column. Magnitude scaling, block division and interleaving methods were implemented for steam temperature. Two perturbation input...