Introduction: finish distillation models integrating significant and low boiling level towers, reboilers, and adsorption columns guarantee economical separation, stable throughput, and product purity in advanced chemical processes. Ignoring inefficiencies in industrial separation procedures can result in compromised product or service top quality,