Introduction: comprehensive distillation models integrating significant and small boiling stage towers, reboilers, and adsorption columns guarantee productive separation, secure throughput, and product purity in intricate chemical processes. Ignoring inefficiencies in industrial separation processes can cause compromised solution good quality, ele