S. Subrahmanyam et al., ISSUES IN SOLVING LARGE-SCALE PLANNING, DESIGN AND SCHEDULING PROBLEMS IN BATCH CHEMICAL-PLANTS, Computers & chemical engineering, 19, 1995, pp. 577-582
The solution of the planning/design/scheduling problem is limited by e
xisting solution algorithms and computing resources. A combined planni
ng/scheduling problem over an extended horizon of several months yield
s a formulation with thousands of variables. A natural approach presen
ted earlier is to decompose the large problem into smaller ones, the s
olution of the decomposed problems constituting the solution to the or
iginal problem. The decomposition is however, a nontrivial task becaus
e of the global decision making process. Infeasibilities may arise at
the lower stage since we have only considered the design/planning stag
e at a macroscopic level, therefore, a diagnostic formulation delta RF
is presented here. The power of the approach in identifying the infea
sibilities and its use to solve the design problem is discussed in thi
s paper. Illustrative examples for batch plant design are presented.