Introduction: comprehensive distillation models integrating large and reduced boiling level towers, reboilers, and adsorption columns ensure efficient separation, secure throughput, and product purity in complicated chemical procedures. disregarding inefficiencies in industrial separation procedures can result in compromised solution top quality,