1. Introduction 1.1 Background and Motivation Distillation columns play a critical role in petroleum refining, where crude oil is separated into various fractions, such as gasoline, diesel, and kerosene, based on boiling points. This process is highly energy-intensive, consuming about 40% of the energy in refining operations. Effective control of distillation columns is essential for […]