A novel nonuniform discrete time formulation for short-term scheduling of batch and continuous processes

Citation
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
Citations number
13
Categorie Soggetti
Chemical Engineering
Journal title
INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH
ISSN journal
08885885 → ACNP
Volume
40
Issue
22
Year of publication
2001
Pages
4902 - 4911
Database
ISI
SICI code
0888-5885(20011031)40:22<4902:ANNDTF>2.0.ZU;2-I
Abstract
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.