Simultaneous simulation and optimization of multiple dividing wall columns. (January 2022)

• Record Type: Journal Article
• Authors: Seidel, Tobias; Ränger, Lena-Marie; Grützner, Thomas; Bortz, Michael
• Is Part Of: Computers & chemical engineering. Volume 157(2022)
• Publication Date: 2022-01
• Subjects: Process simulation -- Distillation -- Optimization -- Dividing wall columns; Chemical engineering -- Data processing -- Periodicals; 660.0285
• DOI: 10.1016/j.compchemeng.2021.107607
• Languages: English
• ISSNs: 0098-1354

Abstract

Highlights: The simulation of multiple dividing wall columns is embedded in an optimization. The dimensions of the problem are reduced using a robust stage-to-stage procedure. The resulting optimization problem is solved with the use of exact derivatives. The approach is compared to a simulation software and an outer optimization loop. In the numerical examples the new approach was more stable and much faster. Abstract: In this work we present a new approach that we use to simulate and optimize multiple dividing wall columns at the same time. Instead of considering all model equations as constraints and all process variables as optimization variables in a large and highly nonlinear optimization problem we only incorporate a subset of the model equations as constraints and a subset of the process variables as optimization variables. The remaining process variables are calculated from this subset by a robust and fast calculation procedure. This calculation procedure also ensures that the remaining model equations are satisfied. A comparison with the commercial process simulator Aspen Plus® shows that with the new approach multiple dividing wall columns can be optimized more stable and better solutions are found. Moreover the time needed to find an optimal design decreases significantly.