Introduction: Complete distillation models integrating high and reduced boiling point towers, reboilers, and adsorption columns assure efficient separation, secure throughput, and product or service purity in sophisticated chemical procedures. Ignoring inefficiencies in industrial separation processes can result in compromised product top quality,