In Part 1 [10.1021/acs.iecr.9b02639Ind. Eng. Chem.
Res.2019] of this work, we introduced a new design procedure,
called the back-stepping design methodology, for the design of zeotropic
ternary semicontinuous distillation systems using the aspenONE Engineering
suite. The objective of this paper (Part 2) is to present an extended
back-stepping design methodology for certain cases whose design space
contains a large number of designs that result in an undesirable steady-state
behavior compared to a relatively small number of desirable periodic
steady states. The extended methodology uses the principal component
analysis technique to identify and constrain the domain of the design
space to a much smaller region. This domain restriction helps in optimization
by greatly reducing that amount of time spent exploring undesirable
regions and is particularly useful for high dimensional spaces. The
extended design methodology was applied to design the semicontinuous
distillation of dimethyl ether, methanol, and water, as a case study.
Results indicate that the new design procedure outperforms the status
quo by finding a limit cycle that is 57% lower in separating cost.