Kh. Lee et al., A novel nonuniform discrete time formulation for short-term scheduling of batch and continuous processes, IND ENG RES, 40(22), 2001, pp. 4902-4911
We propose a novel nonuniform time discretization method (NUDM) formulation
for a shortterm scheduling problem of batch and continuous operations. It
aims to reduce the size of resultant MILP models by avoiding the use of a h
igh dimensioned task-time matching binary variable defined in previous NUDM
approaches. We devised several efficient constraints, with subdivided bina
ry variables assigned to the start, process, and end event of each task. Se
veral types of examples show that the proposed formulation is both general
and efficient. For instance, we discuss fixed and variable processing time
problems, and a sequence-dependent setup-time problem. A simple optimizatio
n algorithm tailored for a periodic scheduling problem is also proposed.