Introduction: full distillation models integrating substantial and reduced boiling issue towers, reboilers, and adsorption columns ensure productive separation, secure throughput, and products purity in complicated chemical processes. Ignoring inefficiencies in industrial separation procedures can cause compromised products quality, elevated energ