In the dynamic realm of chemical production, enhancing process design plays a paramount role in ensuring efficiency. Advanced process design methodologies leverage innovative tools and techniques to engineer systems that are not only cost-effective but also sustainable. These methods often employ modeling to predict and optimize process parameters