Mixed-integer optimization of distillation column tray positions in industrial practice

We present an outer approximation algorithm tailored to the optimization of distillation column feed and side draw tray positions. A new fallback rule based on a generalization of an integer cut for integer parameters is presented. This fallback rule turned out to be a key ingredient to successful application to real-world problems. As an example, a process design optimization of a natural gas treatment plant is presented.