Data-Driven Indication of Flooding in an Industrial Debutanizer Column

The profitability and sustainability of process industries are affected by the performance each unit involved. A key measure a unit’s is based on whether it operates in desired production window or trips into an abnormal condition. In this contribution, we study flooding industrial distillation columns. We aim to improve debutanizer column designing data-driven indicator. design indicator consists three steps; (a) data treatment, (b) priori labeling, (c) design. prior knowledge about within used reference This either unused fully exploited during compare various methods show potential approaches for indication.